general update

anaconda-pkgs.txt

@@ -0,0 +1,171 @@
+alabaster==0.7.10
+anaconda-client==1.6.5
+anaconda-navigator==1.6.9
+anaconda-project==0.8.0
+asn1crypto==0.22.0
+astroid==1.5.3
+astropy==2.0.2
+Babel==2.5.0
+backports.shutil-get-terminal-size==1.0.0
+beautifulsoup4==4.6.0
+bitarray==0.8.1
+bkcharts==0.2
+blaze==0.11.3
+bleach==1.5.0
+bokeh==0.12.10
+boto==2.48.0
+Bottleneck==1.2.1
+certifi==2017.7.27.1
+cffi==1.10.0
+chardet==3.0.4
+click==6.7
+cloudpickle==0.4.0
+clyent==1.2.2
+colorama==0.3.9
+contextlib2==0.5.5
+cryptography==2.0.3
+cycler==0.10.0
+Cython==0.26.1
+cytoolz==0.8.2
+dask==0.15.3
+datashape==0.5.4
+decorator==4.1.2
+distributed==1.19.1
+docutils==0.14
+entrypoints==0.2.3
+et-xmlfile==1.0.1
+fastcache==1.0.2
+filelock==2.0.12
+Flask==0.12.2
+Flask-Cors==3.0.3
+gevent==1.2.2
+glob2==0.5
+gmpy2==2.0.8
+greenlet==0.4.12
+h5py==2.7.0
+heapdict==1.0.0
+html5lib==0.9999999
+idna==2.6
+imageio==2.2.0
+imagesize==0.7.1
+ipykernel==4.6.1
+ipython==6.1.0
+ipython-genutils==0.2.0
+ipywidgets==7.0.0
+isort==4.2.15
+itsdangerous==0.24
+jdcal==1.3
+jedi==0.10.2
+Jinja2==2.9.6
+jsonschema==2.6.0
+jupyter-client==5.1.0
+jupyter-console==5.2.0
+jupyter-core==4.3.0
+jupyterlab==0.27.0
+jupyterlab-launcher==0.4.0
+Keras==2.1.2
+lazy-object-proxy==1.3.1
+llvmlite==0.20.0
+locket==0.2.0
+lxml==4.1.0
+Markdown==2.6.9
+MarkupSafe==1.0
+matplotlib==2.1.0
+mccabe==0.6.1
+mistune==0.7.4
+mpmath==0.19
+msgpack-python==0.4.8
+multipledispatch==0.4.9
+navigator-updater==0.1.0
+nbconvert==5.3.1
+nbformat==4.4.0
+networkx==2.0
+nltk==3.2.4
+nose==1.3.7
+notebook==5.0.0
+numba==0.35.0+10.g143f70e90
+numexpr==2.6.2
+numpy==1.13.3
+numpydoc==0.7.0
+odo==0.5.1
+olefile==0.44
+openpyxl==2.4.8
+packaging==16.8
+pandas==0.20.3
+pandocfilters==1.4.2
+partd==0.3.8
+path.py==10.3.1
+pathlib2==2.3.0
+patsy==0.4.1
+pep8==1.7.0
+pexpect==4.2.1
+pickleshare==0.7.4
+Pillow==4.2.1
+pkginfo==1.4.1
+ply==3.10
+prompt-toolkit==1.0.15
+protobuf==3.4.1
+psutil==5.4.0
+ptyprocess==0.5.2
+py==1.4.34
+pycodestyle==2.3.1
+pycosat==0.6.2
+pycparser==2.18
+pycrypto==2.6.1
+pycurl==7.43.0
+pyflakes==1.6.0
+Pygments==2.2.0
+pylint==1.7.4
+pyodbc==4.0.17
+pyOpenSSL==17.2.0
+pyparsing==2.2.0
+PySocks==1.6.7
+pytest==3.2.1
+python-dateutil==2.6.1
+pytz==2017.2
+PyWavelets==0.5.2
+PyYAML==3.12
+pyzmq==16.0.2
+QtAwesome==0.4.4
+qtconsole==4.3.1
+QtPy==1.3.1
+requests==2.18.4
+rope==0.10.5
+ruamel-yaml==0.11.14
+scikit-image==0.13.0
+scikit-learn==0.19.1
+scipy==0.19.1
+seaborn==0.8
+simplegeneric==0.8.1
+singledispatch==3.4.0.3
+six==1.11.0
+snowballstemmer==1.2.1
+sortedcollections==0.5.3
+sortedcontainers==1.5.7
+Sphinx==1.6.3
+sphinxcontrib-websupport==1.0.1
+spyder==3.2.4
+SQLAlchemy==1.1.13
+statsmodels==0.8.0
+sympy==1.1.1
+tables==3.4.2
+tblib==1.3.2
+tensorflow==1.4.1
+tensorflow-tensorboard==0.1.5
+terminado==0.6
+testpath==0.3.1
+toolz==0.8.2
+tornado==4.5.2
+traitlets==4.3.2
+typing==3.6.2
+unicodecsv==0.14.1
+urllib3==1.22
+wcwidth==0.1.7
+webencodings==0.5.1
+Werkzeug==0.12.2
+widgetsnbextension==3.0.2
+wrapt==1.10.11
+xlrd==1.1.0
+XlsxWriter==1.0.2
+xlwt==1.3.0
+zict==0.1.3

d1s1-intro/python-jupyter-basics_afo.ipynb

@@ -208,7 +208,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "# Stuck in infinite loop\n",
@@ -269,6 +271,7 @@
    "outputs": [],
    "source": [
     "# Magic commands (only for Jupyter and IPython, won't work in script)\n",
+    "# list files and folders in your working directory\n",
     "%ls"
    ]
   },
@@ -278,7 +281,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Time several runs of same operation\n",
+    "# Time several runs of same operation, to get an average\n",
     "%timeit [i for i in range(1000)];"
    ]
   },
@@ -290,17 +293,18 @@
    "source": [
     "# Time operation\n",
     "%time \n",
-    "[x for x in range(100000)];"
+    "[x for x in range(1000000)];"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
-    "%load resources/print_hw3.py\n",
-    "\n"
+    "%load resources/print_hw3.py"
    ]
   },
   {
@@ -312,6 +316,24 @@
     "%lsmagic"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "collapsed": true
+   },
+   "outputs": [],
+   "source": [
+    "?%alias"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "<div class='alert alert-success'>TAB COMPLETION TIPS</div>"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -955,7 +977,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Matrix representation with Lists\n",
+    "# Matrix representation with lists\n",
     "print([[1,2,3],[4,5,6]]) # 2 x 3 matrix"
    ]
   },
@@ -982,7 +1004,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "b = set('abaacdef'); print (b) # not ordered"
+    "b = set('abaaaacdef'); print (b) # not ordered"
    ]
   },
   {
@@ -1040,9 +1062,9 @@
    "source": [
     "# 2. Another way, start with empty dictionary\n",
     "D2 = {}\n",
-    "D2['f1'] = 10\n",
-    "D2['f2'] = 20\n",
-    "print (D2['f1'])"
+    "D2[1] = 10\n",
+    "D2[2] = 20\n",
+    "print (D2[2])"
    ]
   },
   {
@@ -1111,7 +1133,9 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {},
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "# input\n",