kazewong/flowMC

Issues

• Implement flow matching

  #175 opened 14 days ago by kazewong
  0

• Refine strategy interface

  #174 opened 14 days ago by kazewong
  0

• Why do we have to pass data two times?

  #173 opened 16 days ago by Qazalbash
  1

• Lower precision training

  #170 opened 16 days ago by kazewong
  1

• Add probability floor to normalizing flow model

  #165 opened a month ago by kazewong
  0

• Update examples

  #167 opened a month ago by ThibeauWouters
  0

• [Fixed bug, but not in release] UnboundLocalError: local variable 'best_state' referenced before assignment

  #166 opened 2 months ago by Qazalbash
  2

• Implement optimization strategy

  #163 opened 2 months ago by kazewong
  0

• TypeError: unsupported operand type(s) for *: `dict` and `dict` in MALA.py after flowMC-v3.0.0 release

  #162 opened 2 months ago by Qazalbash
  4

• Making sampler composable

  #157 opened 2 months ago by kazewong
  0

• Put training loop into NF class

  #158 opened 2 months ago by kazewong
  0

• Question regarding the data for the log-likelihood

  #149 opened 2 months ago by Qazalbash
  3

• Sampling from arrays

  #142 opened 2 months ago by ColCarroll
  0

• Put short examples in generated functions docs

  #98 opened 2 months ago by kazewong
  1

• Use scan to reduce NF compilation time

  #153 opened 2 months ago by kazewong
  0

• Clean up parameter names

  #145 opened 2 months ago by kazewong
  1

• Get rid of random_key_set

  #144 opened 2 months ago by kazewong
  0

• Add precommit script and fix formatting

  #134 opened 2 months ago by kazewong
  0

• Image of the function in tutorial

  #139 opened 4 months ago by Qazalbash
  1

• Question about integrating with bayeux

  #141 opened 4 months ago by ColCarroll
  9

• Ensemble training of normalizing flow

  #140 opened 5 months ago by kazewong
  0

• `jax.interpreters.pxla` has no attribute `ShardedDeviceArray`

  #138 opened 6 months ago by Qazalbash
  2

• Add flow-HMC proposal

  #136 opened 7 months ago by kazewong
  0

• Global-local auto tune algorithm

  #121 opened a year ago by kazewong
  1

• Use jax.stage to do pre-compilation and cost analysis instead of the current solution

  #135 opened 8 months ago by kazewong
  0

• Lax scan recompile sampling loop everytime

  #133 opened 9 months ago by kazewong
  0

• Gradient clipping

  #130 opened 9 months ago by kazewong
  0

• Output thinning

  #131 opened 9 months ago by kazewong
  0

• Make normalizing flow sampler share the same interface with the LocalSampler

  #128 opened 9 months ago by kazewong
  1

• Make Likelihood function capatible to dictionary/PyTree

  #127 opened 9 months ago by kazewong
  1

• Setup workflow for building documentation and publish package to PyPI

  #97 opened a year ago by kazewong
  2

• Update dependencies version

  #123 opened a year ago by kazewong
  2

• Black box optimization interface for finding maximum of the likelihood.

  #118 opened a year ago by kazewong
  0

• Implementing Microcanonical HMC

  #119 opened a year ago by kazewong
  0

• Annealing of the target

  #112 opened a year ago by kazewong
  0

• Extending to RJMCMC

  #117 opened a year ago by mhycheung
  0

• Data batching

  #110 opened a year ago by kazewong
  0

• Precompile kernel

  #111 opened a year ago by kazewong
  0

• Parsing arguments other than x into log-posterior probability functions

  #93 opened a year ago by bjricketts
  5

• Put example on colab

  #109 opened a year ago by kazewong
  0

• Improve MALA autotune by adjusting step size per dimension

  #114 opened a year ago by thomasckng
  1

• i-SiR iterated sampling importance resampling

  #113 opened a year ago by kazewong
  0

• Add function to expose easily the log-likelihood of the flow

  #104 opened a year ago by marylou-gabrie
  0

• Control verbose for thorough experiments

  #103 opened a year ago by marylou-gabrie
  0

• Save / restore sampler / learned state?

  #105 opened a year ago by ahnitz
  1

• Tests fail on Python 3.8 and 3.9 due to upstream issue in `distrax`

  #100 opened a year ago by matt-graham
  2

• Contribution guide

  #85 opened a year ago by daniel-dodd
  1

• Inconsistent and missing docstring on public methods.

  #83 opened a year ago by daniel-dodd
  1

• Dependencies pinning

  #94 opened a year ago by kazewong
  1

• `progress_bar_scan` credit

  #84 opened a year ago by daniel-dodd
  1