diff --git a/NOTICE b/NOTICE
old mode 100755
new mode 100644
diff --git a/README.rst b/README.rst
index 22c6574..5782e43 100644
--- a/README.rst
+++ b/README.rst
@@ -12,7 +12,7 @@ This plugin library allows the electronic structure package `PySCF <http://githu
 Installation
 ------------
 
-To install the latest versions of OpenFermion, PySCF and OpenFermion-PySCF in development mode:
+To install the latest versions of OpenFermion, PySCF and OpenFermion-PySCF in (development mode):
 
 .. code-block:: bash
 
diff --git a/examples/generate_data.py b/examples/generate_data.py
index 242e184..4bbb152 100644
--- a/examples/generate_data.py
+++ b/examples/generate_data.py
@@ -13,9 +13,7 @@
 """This is a simple script for generating data."""
 import os
 
-from openfermion.utils import (make_atomic_ring,
-                               make_atom,
-                               periodic_table)
+from openfermion.hamiltonians import make_atomic_ring
 
 from openfermionpyscf import run_pyscf
 
@@ -26,7 +24,6 @@
     basis = 'sto-3g'
     max_electrons = 10
     spacing = 0.7414
-    compute_elements = 0
 
     # Select calculations.
     force_recompute = 1
@@ -41,11 +38,7 @@
     for n_electrons in range(2, max_electrons + 1):
 
         # Initialize.
-        if compute_elements:
-            atomic_symbol = periodic_table[n_electrons]
-            molecule = make_atom(atomic_symbol, basis)
-        else:
-            molecule = make_atomic_ring(n_electrons, spacing, basis)
+        molecule = make_atomic_ring(n_electrons, spacing, basis)
         if os.path.exists(molecule.filename + '.hdf5'):
             molecule.load()
 
diff --git a/examples/generate_diatomic.py b/examples/generate_diatomic.py
index 222b7a8..c91ce51 100644
--- a/examples/generate_diatomic.py
+++ b/examples/generate_diatomic.py
@@ -13,7 +13,7 @@
 """This is a simple script for generating data."""
 import os
 
-from openfermion.utils import MolecularData
+from openfermion.hamiltonians import MolecularData
 
 from openfermionpyscf import run_pyscf
 
diff --git a/examples/openfermionpyscf_demo.ipynb b/examples/openfermionpyscf_demo.ipynb
index a13b882..8030e4a 100755
--- a/examples/openfermionpyscf_demo.ipynb
+++ b/examples/openfermionpyscf_demo.ipynb
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -162,13 +162,22 @@
       "FCI energy of -1.11133941774 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.557028643074 Hartree.\n",
       "Spatial orbital 0 has energy of -0.500643053408 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.491560510155 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.491560510155 Hartree.\n",
+      "\n",
+      "At bond length of 1.025 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -1.05898071013 Hartree.\n",
+      "MP2 energy of -1.08041447981 Hartree.\n",
+      "FCI energy of -1.09580487601 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.516270449678 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.476626271643 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.441437629683 Hartree.\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
+      "Warn: Ipython shell catchs sys.args\n",
       "Warn: Ipython shell catchs sys.args\n",
       "Warn: Ipython shell catchs sys.args\n"
      ]
@@ -177,14 +186,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 1.025 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -1.05898071013 Hartree.\n",
-      "MP2 energy of -1.08041447981 Hartree.\n",
-      "FCI energy of -1.09580487601 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.516270449678 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.476626271643 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.441437629683 Hartree.\n",
       "\n",
       "At bond length of 1.1 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -1.03653887503 Hartree.\n",
@@ -192,7 +193,15 @@
       "FCI energy of -1.07919294497 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.481070191745 Hartree.\n",
       "Spatial orbital 0 has energy of -0.454218694119 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.396695911145 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.396695911145 Hartree.\n",
+      "\n",
+      "At bond length of 1.175 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -1.01306099773 Hartree.\n",
+      "MP2 energy of -1.04048753024 Hartree.\n",
+      "FCI energy of -1.06231541668 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.450363583762 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.433218017521 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.356574452957 Hartree.\n"
      ]
     },
     {
@@ -207,14 +216,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 1.175 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -1.01306099773 Hartree.\n",
-      "MP2 energy of -1.04048753024 Hartree.\n",
-      "FCI energy of -1.06231541668 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.450363583762 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.433218017521 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.356574452957 Hartree.\n",
       "\n",
       "At bond length of 1.25 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.989113814091 Hartree.\n",
@@ -222,7 +223,15 @@
       "FCI energy of -1.04578314455 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.423341768736 Hartree.\n",
       "Spatial orbital 0 has energy of -0.413471036649 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.320515554372 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.320515554372 Hartree.\n",
+      "\n",
+      "At bond length of 1.325 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.965138979586 Hartree.\n",
+      "MP2 energy of -0.999955738808 Hartree.\n",
+      "FCI energy of -1.03005661113 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.399379027109 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.394866384636 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.288081397752 Hartree.\n"
      ]
     },
     {
@@ -230,6 +239,10 @@
      "output_type": "stream",
      "text": [
       "Warn: Ipython shell catchs sys.args\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/google/home/babbush/anaconda2/lib/python2.7/multiprocessing/queues.py\", line 268, in _feed\n",
+      "    send(obj)\n",
+      "IOError: [Errno 32] Broken pipe\n",
       "Warn: Ipython shell catchs sys.args\n"
      ]
     },
@@ -237,14 +250,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 1.325 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.965138979586 Hartree.\n",
-      "MP2 energy of -0.999955738808 Hartree.\n",
-      "FCI energy of -1.03005661113 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.399379027109 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.394866384636 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.288081397752 Hartree.\n",
       "\n",
       "At bond length of 1.4 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.941480654708 Hartree.\n",
@@ -252,7 +257,15 @@
       "FCI energy of -1.01546824929 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.377983722086 Hartree.\n",
       "Spatial orbital 0 has energy of -0.377322825369 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.258901974587 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.258901974587 Hartree.\n",
+      "\n",
+      "At bond length of 1.475 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.918402055716 Hartree.\n",
+      "MP2 energy of -0.962170870967 Hartree.\n",
+      "FCI energy of -1.0022359731 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.358764210793 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.360778808505 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.232648634323 Hartree.\n"
      ]
     },
     {
@@ -267,14 +280,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 1.475 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.918402055716 Hartree.\n",
-      "MP2 energy of -0.962170870967 Hartree.\n",
-      "FCI energy of -1.0022359731 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.358764210793 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.360778808505 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.232648634323 Hartree.\n",
       "\n",
       "At bond length of 1.55 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.896098958325 Hartree.\n",
@@ -282,7 +287,15 @@
       "FCI energy of -0.990476340937 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.341404652206 Hartree.\n",
       "Spatial orbital 0 has energy of -0.345185065649 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.209023237141 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.209023237141 Hartree.\n",
+      "\n",
+      "At bond length of 1.625 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.874712020072 Hartree.\n",
+      "MP2 energy of -0.929114904673 Hartree.\n",
+      "FCI energy of -0.980219639774 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.325647514412 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.330499875199 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.187754608434 Hartree.\n"
      ]
     },
     {
@@ -297,14 +310,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 1.625 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.874712020072 Hartree.\n",
-      "MP2 energy of -0.929114904673 Hartree.\n",
-      "FCI energy of -0.980219639774 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.325647514412 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.330499875199 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.187754608434 Hartree.\n",
       "\n",
       "At bond length of 1.7 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.854337626951 Hartree.\n",
@@ -312,7 +317,15 @@
       "FCI energy of -0.971426688458 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.311280712306 Hartree.\n",
       "Spatial orbital 0 has energy of -0.316686045438 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.168597322543 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.168597322543 Hartree.\n",
+      "\n",
+      "At bond length of 1.775 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.835036819455 Hartree.\n",
+      "MP2 energy of -0.901831833626 Hartree.\n",
+      "FCI energy of -0.964006402031 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.298128006152 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.303708862 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.151330576934 Hartree.\n"
      ]
     },
     {
@@ -327,14 +340,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 1.775 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.835036819455 Hartree.\n",
-      "MP2 energy of -0.901831833626 Hartree.\n",
-      "FCI energy of -0.964006402031 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.298128006152 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.303708862 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.151330576934 Hartree.\n",
       "\n",
       "At bond length of 1.85 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.816842292251 Hartree.\n",
@@ -342,7 +347,15 @@
       "FCI energy of -0.957832967869 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.286041735632 Hartree.\n",
       "Spatial orbital 0 has energy of -0.291534608794 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.135756534497 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.135756534497 Hartree.\n",
+      "\n",
+      "At bond length of 1.925 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.799763828147 Hartree.\n",
+      "MP2 energy of -0.880734213989 Hartree.\n",
+      "FCI energy of -0.952761485739 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.274897252426 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.280129531526 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.121698234354 Hartree.\n"
      ]
     },
     {
@@ -357,14 +370,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 1.925 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.799763828147 Hartree.\n",
-      "MP2 energy of -0.880734213989 Hartree.\n",
-      "FCI energy of -0.952761485739 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.274897252426 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.280129531526 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.121698234354 Hartree.\n",
       "\n",
       "At bond length of 2.0 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.783792654277 Hartree.\n",
@@ -372,7 +377,15 @@
       "FCI energy of -0.948641112176 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.26458860546 Hartree.\n",
       "Spatial orbital 0 has energy of -0.269459223656 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.108997369549 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.108997369549 Hartree.\n",
+      "\n",
+      "At bond length of 2.075 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.76890514493 Hartree.\n",
+      "MP2 energy of -0.865802852139 Hartree.\n",
+      "FCI energy of -0.945325124834 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.255025161889 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.259488420123 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.0975121876015 Hartree.\n"
      ]
     },
     {
@@ -387,14 +400,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 2.075 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.76890514493 Hartree.\n",
-      "MP2 energy of -0.865802852139 Hartree.\n",
-      "FCI energy of -0.945325124834 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.255025161889 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.259488420123 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0975121876015 Hartree.\n",
       "\n",
       "At bond length of 2.15 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.755066140849 Hartree.\n",
@@ -402,7 +407,15 @@
       "FCI energy of -0.942677785696 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.246128935312 Hartree.\n",
       "Spatial orbital 0 has energy of -0.25018114306 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0871156542694 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.0871156542694 Hartree.\n",
+      "\n",
+      "At bond length of 2.225 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.742231993159 Hartree.\n",
+      "MP2 energy of -0.856722791678 Hartree.\n",
+      "FCI energy of -0.940578294125 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.237832454346 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.241501099769 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.0776939126166 Hartree.\n"
      ]
     },
     {
@@ -417,14 +430,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 2.225 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.742231993159 Hartree.\n",
-      "MP2 energy of -0.856722791678 Hartree.\n",
-      "FCI energy of -0.940578294125 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.237832454346 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.241501099769 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0776939126166 Hartree.\n",
       "\n",
       "At bond length of 2.3 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.730353321355 Hartree.\n",
@@ -432,7 +437,15 @@
       "FCI energy of -0.938922385987 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.230077048226 Hartree.\n",
       "Spatial orbital 0 has energy of -0.23341221005 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0691449985036 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.0691449985036 Hartree.\n",
+      "\n",
+      "At bond length of 2.375 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.71937741672 Hartree.\n",
+      "MP2 energy of -0.852993149483 Hartree.\n",
+      "FCI energy of -0.937622232412 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.222811457229 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.225879143757 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.061377742722 Hartree.\n"
      ]
     },
     {
@@ -447,14 +460,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 2.375 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.71937741672 Hartree.\n",
-      "MP2 energy of -0.852993149483 Hartree.\n",
-      "FCI energy of -0.937622232412 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.222811457229 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.225879143757 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.061377742722 Hartree.\n",
       "\n",
       "At bond length of 2.45 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.709250219239 Hartree.\n",
@@ -462,7 +467,15 @@
       "FCI energy of -0.936605256416 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.215990698335 Hartree.\n",
       "Spatial orbital 0 has energy of -0.218867775452 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0543107898459 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.0543107898459 Hartree.\n",
+      "\n",
+      "At bond length of 2.525 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.699917829065 Hartree.\n",
+      "MP2 energy of -0.854016106823 Hartree.\n",
+      "FCI energy of -0.935812374184 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.209575133038 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.212345500745 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.0478716815187 Hartree.\n"
      ]
     },
     {
@@ -477,14 +490,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 2.525 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.699917829065 Hartree.\n",
-      "MP2 energy of -0.854016106823 Hartree.\n",
-      "FCI energy of -0.935812374184 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.209575133038 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.212345500745 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0478716815187 Hartree.\n",
       "\n",
       "At bond length of 2.6 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.691327561197 Hartree.\n",
@@ -492,7 +497,15 @@
       "FCI energy of -0.935196030847 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.203529696508 Hartree.\n",
       "Spatial orbital 0 has energy of -0.2062813977 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0419959755719 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.0419959755719 Hartree.\n",
+      "\n",
+      "At bond length of 2.675 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.683428596297 Hartree.\n",
+      "MP2 energy of -0.859158041179 Hartree.\n",
+      "FCI energy of -0.934718271951 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.197823256419 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.200646248214 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.0366263937864 Hartree.\n"
      ]
     },
     {
@@ -507,14 +520,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 2.675 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.683428596297 Hartree.\n",
-      "MP2 energy of -0.859158041179 Hartree.\n",
-      "FCI energy of -0.934718271951 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.197823256419 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.200646248214 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0366263937864 Hartree.\n",
       "\n",
       "At bond length of 2.75 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.676172310463 Hartree.\n",
@@ -522,7 +527,15 @@
       "FCI energy of -0.934348987747 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.192428076698 Hartree.\n",
       "Spatial orbital 0 has energy of -0.195412454328 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0317120058829 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.0317120058829 Hartree.\n",
+      "\n",
+      "At bond length of 2.825 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.669512378614 Hartree.\n",
+      "MP2 energy of -0.867784361057 Hartree.\n",
+      "FCI energy of -0.934064392349 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.187319366697 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.190553892381 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.0272074643943 Hartree.\n"
      ]
     },
     {
@@ -537,14 +550,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 2.825 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.669512378614 Hartree.\n",
-      "MP2 energy of -0.867784361057 Hartree.\n",
-      "FCI energy of -0.934064392349 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.187319366697 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.190553892381 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0272074643943 Hartree.\n",
       "\n",
       "At bond length of 2.9 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.663404741599 Hartree.\n",
@@ -552,7 +557,15 @@
       "FCI energy of -0.933845750779 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.182474900317 Hartree.\n",
       "Spatial orbital 0 has energy of -0.186045745933 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0230723055488 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.0230723055488 Hartree.\n",
+      "\n",
+      "At bond length of 2.975 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.657807511304 Hartree.\n",
+      "MP2 energy of -0.87927953613 Hartree.\n",
+      "FCI energy of -0.933678338578 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.177874692746 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.18186434986 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.0192703273508 Hartree.\n"
      ]
     },
     {
@@ -567,14 +580,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 2.975 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.657807511304 Hartree.\n",
-      "MP2 energy of -0.87927953613 Hartree.\n",
-      "FCI energy of -0.933678338578 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.177874692746 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.18186434986 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0192703273508 Hartree.\n",
       "\n",
       "At bond length of 3.05 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.652680866726 Hartree.\n",
@@ -582,7 +587,15 @@
       "FCI energy of -0.933550604948 Hartree.\n",
       "Nuclear repulsion energy between protons is 0.173500724892 Hartree.\n",
       "Spatial orbital 0 has energy of -0.177987066597 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0157690500134 Hartree.\n"
+      "Spatial orbital 1 has energy of 0.0157690500134 Hartree.\n",
+      "\n",
+      "At bond length of 3.125 angstrom, molecular hydrogen has:\n",
+      "Hartree-Fock energy of -0.647986972272 Hartree.\n",
+      "MP2 energy of -0.893063845078 Hartree.\n",
+      "FCI energy of -0.933453506176 Hartree.\n",
+      "Nuclear repulsion energy between protons is 0.169336707494 Hartree.\n",
+      "Spatial orbital 0 has energy of -0.174392204073 Hartree.\n",
+      "Spatial orbital 1 has energy of 0.0125392576825 Hartree.\n"
      ]
     },
     {
@@ -590,6 +603,10 @@
      "output_type": "stream",
      "text": [
       "Warn: Ipython shell catchs sys.args\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/usr/local/google/home/babbush/anaconda2/lib/python2.7/multiprocessing/queues.py\", line 268, in _feed\n",
+      "    send(obj)\n",
+      "IOError: [Errno 32] Broken pipe\n",
       "Warn: Ipython shell catchs sys.args\n"
      ]
     },
@@ -597,14 +614,6 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "\n",
-      "At bond length of 3.125 angstrom, molecular hydrogen has:\n",
-      "Hartree-Fock energy of -0.647986972272 Hartree.\n",
-      "MP2 energy of -0.893063845078 Hartree.\n",
-      "FCI energy of -0.933453506176 Hartree.\n",
-      "Nuclear repulsion energy between protons is 0.169336707494 Hartree.\n",
-      "Spatial orbital 0 has energy of -0.174392204073 Hartree.\n",
-      "Spatial orbital 1 has energy of 0.0125392576825 Hartree.\n",
       "\n",
       "At bond length of 3.2 angstrom, molecular hydrogen has:\n",
       "Hartree-Fock energy of -0.643689931023 Hartree.\n",
@@ -615,22 +624,11 @@
       "Spatial orbital 1 has energy of 0.00955461527119 Hartree.\n"
      ]
     },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Warn: Ipython shell catchs sys.args\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/usr/local/google/home/babbush/anaconda2/lib/python2.7/multiprocessing/queues.py\", line 268, in _feed\n",
-      "    send(obj)\n",
-      "IOError: [Errno 32] Broken pipe\n"
-     ]
-    },
     {
      "data": {
       "image/png": 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emt3c+vLn/OybIxmencJnW0r514dFTCsYTL+0BNbtrOCtz3eS3zeFDbuqGDM4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\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x7ffa38142910>"
+       "<matplotlib.figure.Figure at 0x7f3c380fc610>"
       ]
      },
      "metadata": {},
@@ -638,7 +636,7 @@
     }
    ],
    "source": [
-    "from openfermion.utils import MolecularData\n",
+    "from openfermion.hamiltonians import MolecularData\n",
     "from openfermionpyscf import run_pyscf\n",
     "\n",
     "# Set molecule parameters.\n",
diff --git a/examples/plotter.py b/examples/plotter.py
index 49513aa..c059339 100644
--- a/examples/plotter.py
+++ b/examples/plotter.py
@@ -15,8 +15,8 @@
 import numpy
 import warnings
 
-from openfermion.utils import (make_atom, make_atomic_ring,
-                               MolecularData, periodic_table)
+from openfermion.hamiltonians import (make_atom, make_atomic_ring,
+                                      MolecularData, periodic_table)
 
 
 def latex_name(molecule):
@@ -55,7 +55,6 @@ def latex_name(molecule):
     y_log = 0
 
     # Set chemical series parameters.
-    plot_elements = 0
     max_electrons = 10
     spacing = 0.7414
     basis = 'sto-3g'
@@ -63,11 +62,7 @@ def latex_name(molecule):
     # Get chemical series.
     molecular_series = []
     for n_electrons in range(2, max_electrons + 1):
-        if plot_elements:
-            atomic_symbol = periodic_table[n_electrons]
-            molecule = make_atom(atomic_symbol, basis)
-        else:
-            molecule = make_atomic_ring(n_electrons, spacing, basis)
+        molecule = make_atomic_ring(n_electrons, spacing, basis)
         molecule.load()
         molecular_series += [molecule]
 
diff --git a/openfermionpyscf/_version.py b/openfermionpyscf/_version.py
index e03592d..eae1f87 100644
--- a/openfermionpyscf/_version.py
+++ b/openfermionpyscf/_version.py
@@ -11,4 +11,4 @@
 #   limitations under the License.
 
 """Define version number here and read it from setup.py automatically"""
-__version__ = "0.1a1"
+__version__ = "0.1a2"
diff --git a/requirements.txt b/requirements.txt
index 27d7c94..b0d0273 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,2 @@
-openfermion>=0.1a0
+openfermion>=0.1a2
 pyscf