JohnnyC08's starred repositories
Data-Science-Cheatsheet
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
ydata-synthetic
Synthetic data generators for tabular and time-series data
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
parallelformers
Parallelformers: An Efficient Model Parallelization Toolkit for Deployment
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
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.
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