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loggerml

A python module to record ML model's statistics and plot them.

ludwig

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code.

matrixcpp

Matrix header for matrix operations and writing/reading to/from files to matrix.

mdistiller

A Knowledge Distillation Toolbox. The official implementation of https://arxiv.org/abs/2203.08679

ml-hacktoberfest-2019-knack

mymusictransformer

RLHF + MusicTransformer = Generate the music YOU love

niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study

notchess

Chess but with a Twist.

numerical-analysis-rl

Me tinkerering around Numerical solvers/optimizers and comparing their performances using Machine Learned solvers

ojus1.github.io

Nothing much to add here, just go to https://ojus1.github.io

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

poormansjobscheduler

A simple Commandline Tool to pass Asynchronous jobs to a Local/Remote Workstation. Meant for ML Tasks.

proxies

List of Proxies for internal use at Appyhigh LLP

pyrff

Random Feature Extraction with Numpy

qml-mooc

Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019

relevancefeedbackcnn

Reproducing papers by M Tzelepi

rwkv-lm

RWKV-2 is a RNN with transformer-level performance. It can be directly trained like a GPT transformer (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

smoothedgradientdescentascent

An Implementation of Smoothed Gradient Descent-Ascent (NeurIPS 2020) and a variant of the algorithm.

styletransfer

Neural Style transfer using a small autoencoder

time2vec-pytorch

Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf

triplettorch

Triplet Loss Utility for Pytorch Library.

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

wordguesser

Guessing the word given an incomplete word and its description