Forecasting Bitcoin Volatility Spikes from Whale Transactions and Cryptoquant Data Using Synthesizer Transformer Models

Learn ML engineering for free in 4 months!

Welcome to my GitHub repository. I hope you enjoy solving these puzzles as much as I have enjoyed creating them.

A simple Langchain RAG application.

🐍📅 One-line Python solutions for Advent of Code 2022 and 2023.

DigThatData's Public Brainstorming space

Free MLOps course from DataTalks.Club

My CS learning : algorithm, data structure, and system design | #SE

A List of Recommender Systems and Resources

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

Data Science, Machine Learning, Deep Learning, NLP, Python & Library's cheat Sheet - Interview Questions & Notes

Python Backtesting library for trading strategies

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Template that combines PyTorch Lightning and Hydra

proof of concept for a transformer-based time series prediction model

Code repository for the online course Hyperparameter Optimization for Machine Learning

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A beautiful, simple, clean, and responsive Jekyll theme for academics

An libary to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options

Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks

Traditionally, volatility is modeled using parametric models. This project focuses on predicting EUR/USD volatility using more flexible, machine-learning methods.

BNB Evolution Proposals

Collect libraries and packages about blockchain/cryptography in Rust

Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting

A JavaScript / TypeScript / Python / C# / PHP / Go cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges

Learning from multiple companies in Silicon Valley. Netflix, Facebook, Google, Startups

A curated list of Blockchain projects for Artificial Intelligence and Machine Learning

A list of useful resources to learn Data Engineering from scratch