akaanirban

alignment-handbook

Robust recipes for to align language models with human and AI preferences

fedPlay

Simple framework for simulating Federated Learning using nodes in Docker Containers

cloud-ml-examples

A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud

a-dnn-every-week

The aim is to implement an end to end dnn every week or so from cv/nlp etc.

akaanirban

Algorithms

A collection of algorithms and data structures

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

cuml

cuML - RAPIDS Machine Learning Library

dask-cloudprovider

Cloud provider cluster managers for Dask. Supports AWS, Google Cloud Azure and more...

dask-cuda

Utilities for Dask and CUDA interactions

dask-jobqueue

Deploy Dask on job schedulers like PBS, SLURM, and SGE

fedjax

FedJAX is a library for developing custom Federated Learning (FL) algorithms in JAX.

FedML

(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation

flower

Flower - A Friendly Federated Learning Framework

gpu-python-tutorial

GPU Development in Python 101 tutorial

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lit-parrot

Implementation of the StableLM/Pythia/INCITE language models based on nanoGPT. Supports flash attention, LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

Llama-2-Onnx

llama2.c

Inference Llama 2 in one file of pure C

llm.c

LLM training in simple, raw C/CUDA

MLL-SGD

Multi-Level Local SGD simulation code

rapids-examples

searchGPT

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

serverless-experiments

Repository of cool experiments with serverless with interesting use cases

sktime-tutorial-pydata-amsterdam-2020

Introduction to Machine Learning with Time Series at PyData Festival Amsterdam 2020

TDCD-rpi-nsl

Code for Tiered Decentralized Coordinate Descent (TDCD)

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm