v0.2 tasks

[alexbw]

Collecting issues for a hypothetical v0.2.

• easy API for custom primitives (w/ docs) (Easy api for custom primitives and vjps #116)
• Experimental Cloud TPU support (Cloud TPU Support #27)
• Frequently asked questions doc (Frequenty asked questions doc #58)
• Autodiff cookbook (Autodiff cookbook #59)
• Vmap cookbook (Vmap cookbook #60)
• api.py documentation (Docstrings in api.py #61)
• Upload some materials to docs folder (e.g. PRNG design doc, rev-from-fwd) (Upload existing JAX talks to docs/ or talks/ folder #62)
• JAX development philosophy doc (JAX philosophy, or "culture and values" doc #64)
  - [ ] Rename jaxlib to xlapy (Rename jaxlib to xlapy #65)
• Conda installations (Conda installations #66)
• Full Good NumPy core function coverage (Unimplemented NumPy core functions #70)
• Full np.fft coverage
• Full np.linalg coverage
• Full np.random Good random coverage
• grad of cond and while (grad of cond and while #83)
• mature stax (Maturing stax #137)
• JAX + TF interop (demonstrates composability with internal end external tools) (Feature request: export TF ops #45)
• In-place update syntax (add convenience wrapper for array updating with fancy index expressions #122)
• Keras NumPy backend demo (Keras NumPy backend demo #63)
• Open source tests (Open source tests #67)
• ONNX -> jaxpr loading (Resurrect ONNX -> jaxpr compatibility #91)
• Travis CI (Travis CI automated testing #68)

[hawkinsp]

This is our oldest issue. I think we might have done everything on the list at this point, or chosen not to do it (except for a couple of the proposed documentation issues).

Closing because clearly this issue isn't really governing our version numbering plans at this point...