yalechang

yalechang's Stars

• nomic-ai/gpt4all

  GPT4All: Chat with Local LLMs on Any Device

  Language:C++67.8k6351.7k7.5k

• google/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python29.3k3305.4k2.7k

• vdumoulin/conv_arithmetic

  A technical report on convolution arithmetic in the context of deep learning

  Language:TeX13.9k345312.3k

• dmlc/dgl

  Python package built to ease deep learning on graph, on top of existing DL frameworks.

  Language:Python13.2k1722.7k3k

• databrickslabs/dolly

  Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

  Language:Python10.8k1361621.2k

• OpenMined/PySyft

  Perform data science on data that remains in someone else's server

  Language:Jupyter Notebook9.4k2013.4k2k

• microsoft/computervision-recipes

  Best Practices, code samples, and documentation for Computer Vision.

  Language:Jupyter Notebook9.4k2852601.2k

• khangich/machine-learning-interview

  Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

  8.6k21641.4k

• vaexio/vaex

  Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

  Language:Python8.2k1441.2k590

• quark0/darts

  Differentiable architecture search for convolutional and recurrent networks

  Language:Python3.9k87164841

• cornellius-gp/gpytorch

  A highly efficient implementation of Gaussian Processes in PyTorch

  Language:Python3.5k581.3k547

• google-deepmind/acme

  A library of reinforcement learning components and agents

  Language:Python3.4k83264423

• astooke/rlpyt

  Reinforcement Learning in PyTorch

  Language:Python2.2k52169323

• GPflow/GPflow

  Gaussian processes in TensorFlow

  Language:Python1.8k76807433

• Farama-Foundation/D4RL

  A collection of reference environments for offline reinforcement learning

  Language:Python1.3k20170269

• iskandr/fancyimpute

  Multivariate imputation and matrix completion algorithms implemented in Python

  Language:Python1.2k25117178

• MIT-LCP/wfdb-python

  Native Python WFDB package

  Language:Jupyter Notebook73051299298

• david-cortes/contextualbandits

  Python implementations of contextual bandits algorithms

  Language:Python7262356142

• locuslab/deq

  [NeurIPS'19] Deep Equilibrium Models

  Language:Python713212981

• nimarb/pytorch_influence_functions

  This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

  Language:Python30873270

• loshchil/AdamW-and-SGDW

  Decoupled Weight Decay Regularization (ICLR 2019)

  Language:Lua2577329

• nearai/torchfold

  Tools for PyTorch

  Language:Python22117628

• freelunchtheorem/Conditional_Density_Estimation

  Package implementing various parametric and nonparametric methods for conditional density estimation

  Language:Python183111323

• microsoft/mimic_sepsis

  Sepsis cohort from MIMIC dataset

  Language:Python848432

• ssydasheng/Neural-Kernel-Network

  Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326

  Language:Python69923

• clvoloshin/COBS

  OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.

  Language:Python603814

• d2l-ai/d2l-pytorch-sagemaker

  Automatically Generated Notebook for Sagemaker

  Language:Jupyter Notebook305020

• clvoloshin/constrained_batch_policy_learning

  Language:Python263111

• ssydasheng/GPflow-Slim

  customized GPflow with simple Tensorflow API

  Language:Python17439

• StanfordAI4HI/RepBM

  Representation Balancing MDPs for Off-Policy Policy Evaluation

  Language:Python8407