Alex Lau's starred repositories

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

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defi-derivatives

A hopefully comprehensive guide to the defi derivative landscape

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nannyml

nannyml: post-deployment data science in python

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nautilus_trader

A high-performance algorithmic trading platform and event-driven backtester

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ml-design-patterns

Software Architecture for ML engineers

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pyro

Deep universal probabilistic programming with Python and PyTorch

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elegy

A High Level API for Deep Learning in JAX

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HumanSystemOptimization

健康学习到150岁 - 人体系统调优不完全指南

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CogVideo

Text-to-video generation. The repo for ICLR2023 paper "CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers"

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webscraping-from-0-to-hero

The web scraping open project repository aims to share knowledge and experiences about web scraping with Python

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bombcrypto-bot

This is a Python bot, which automates login, sends heroes to work, sends heroes home by rarity. Open source bot and totally free.

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nbdev_colab

Utilizing nbdev in Google Colaboratory

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jesse

An advanced crypto trading bot written in Python

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awesome-jax

JAX - A curated list of resources https://github.com/google/jax

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dalle-flow

🌊 A Human-in-the-Loop workflow for creating HD images from text

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ivy

The Unified ML Representation

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Adventures-in-Financial-Data-Science

Here I am collecting the scripts I have used to prepare my book "Adventures in Financial Data Science" and to support my other writing, such as that on Medium. Those for the book are mostly originally written for the RATS time-series analysis system, which is commercial software, so I have begun porting the code to Python Notebooks written for Google's colab https://colab.research.google.com. This is mostly what I will post here. The figures for the book will be generated by notebooks titled "Section n.n.n Section Title" etc.

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tuneta

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

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covid19_projections

COVID-19 Projections Using Machine Learning

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nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

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top-github-users

Check your ranking in GitHub! Don't forget to star ⭐ this repository.

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tpu-starter

Everything you want to know about Google Cloud TPU

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simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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aiaiart

Course content and resources for the AIAIART course.

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clip-as-service

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

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instant-nerf-pytorch

NeRF trained SUPER FAST in pytorch

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mpv-settings

basically my settings for MPV

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pyxelate

Python class that generates pixel art from images

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homography-tensorflow

Notebook about homography on tensorflow

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