JohnnyC08

Data-Science-Cheatsheet

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

MetaRec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

ydata-synthetic

Synthetic data generators for tabular and time-series data

MixADA

timmdocs

Documentation for Ross Wightman's timm image model library

ydata-quality

Data Quality assessment with one line of code

ponder-transformer

Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

modAL

A modular active learning framework for Python

parallelformers

Parallelformers: An Efficient Model Parallelization Toolkit for Deployment

RandoEditor

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

gpt-neo_dungeon

Colab notebooks to run a basic AI Dungeon clone using gpt-neo-2.7B

The-Complete-FAANG-Preparation

This repository contains all the DSA (Data-Structures, Algorithms, 450 DSA by Love Babbar Bhaiya, FAANG Questions), Technical Subjects (OS + DBMS + SQL + CN + OOPs) Theory+Questions, FAANG Interview questions, and Miscellaneous Stuff (Programming MCQs, Puzzles, Aptitude, Reasoning). The Programming languages used for demonstration are C++, Python, and Java.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

faceswap

Deepfakes Software For All

500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

nvidia-docker-ec2

Scripts for running nvidia-docker on Amazon EC2.

binance-trading-bot

Automated Binance trading bot - Trade multiple cryptocurrencies. Buy low/sell high with Grid Trading. Integrated with TradingView technical analysis

finetune-gpt2xl

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

ganspace

Discovering Interpretable GAN Controls [NeurIPS 2020]

domain-driven-hexagon

Learn Domain-Driven Design, software architecture, design patterns, best practices. Code examples included

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

tensorflow-pid

Tensorflow implementation of PID optimization

PID-Auto-tuning

PID Tuning via gradient descent

kaggle-recruit-restaurant

:trophy: Kaggle 8th place solution

data-science-complete-tutorial

For extensive instructor led learning

git-flight-rules

Flight rules for git