kevinlim

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

SuperCLUE

SuperCLUE: 中文通用大模型综合性基准 | A Benchmark for Foundation Models in Chinese

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

nl2sql_baseline

Python-Library-Learning

Here we will sort out a variety of interesting Python library learning

PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

gpytorch

A highly efficient implementation of Gaussian Processes in PyTorch

GPflow

Gaussian processes in TensorFlow

Mengzi

Mengzi Pretrained Models

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Chronicle-Queue

Micro second messaging that stores everything to disk

botorch

Bayesian optimization in PyTorch

composer

Supercharge Your Model Training

gae

Implementation of Graph Auto-Encoders in TensorFlow

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

SummaryOfLoanSuspension

全国各省市停贷通知汇总

Java-Chronicle

Java Indexed Record Chronicle

Bayesian-Neural-Networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

MMseqs2

MMseqs2: ultra fast and sensitive search and clustering suite

jax

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

folly

An open-source C++ library developed and used at Facebook.

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

TDengine

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

arrow-rs

Official Rust implementation of Apache Arrow

datafusion

Apache DataFusion SQL Query Engine

SimCTG

[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation

diem

Diem’s mission is to build a trusted and innovative financial network that empowers people and businesses around the world.

leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.