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optimization

optipie

pal

PaL: Program-Aided Language Models

paldb

An embeddable write-once key-value store written in Java

parser

plstm

ppo-implementation-details

The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

practical-cnn

A VGG practical on convolutional neural networks

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

proximal

Sample implementations of proximal operators

public_plstm

Phased LSTM

puppet-iptables

puzzle_gae

programming puzzles on google app engine

pycosat

Python bindings to picosat (a SAT solver)

pyfm

Factorization machines in python

python-for-signal-processing

Notebooks for "Python for Signal Processing" book

quantcup_copy

rcnn

R-CNN: Regions with Convolutional Neural Network Features

react

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

recordstream

commandline tools for slicing and dicing JSON records.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl_learning

rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

robotics_notes

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

rustlings-solutions

scikit-learn

scikit-learn main repo

sempre

Semantic Parser with Execution

sensei

distributed realtime searchable database

shiftedbetageometric

Survival Analysis with the Shifted Beta Geometric model