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llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine-learning-interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

make-a-stable-diffusion-video

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - fork with video pseudo3d

make-a-video-pytorch

Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch

master_thesis

Repo for my Master Thesis at ULiège in 2019 (Machine learning under resource constraints)

mdnet

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

mdnet-1

learning multi-domain convolutional neural networks for visual tracking(MDnet) implementation

mindiffusion

Self-contained, minimalistic implementation of diffusion models with Pytorch.

ml-interview

Resources I used for ML Engineer, Applied Scientist and Quant Researcher interviews.

mobile-gaitlab

movi-toolbox

Data Preparation, Processing, and Visualization for MoVi Data

mvcnn_pytorch

MVCNN on PyTorch

mysql-coursera

MySQL Answers for Coursera "Introduction to Databases" assignments on mysql

numpy-opencv-converter

OpenCV <=> NumPy Converter using Boost::Python

openmmd

OpenMMD is an OpenPose-based application that can convert real-person videos to the motion files (.vmd) which directly implement the 3D model (e.g. Miku, Anmicius) animated movies.

pandas-cookbook

Recipes for using Python's pandas library

penn

UPenn CIS 526

practice

A repository for coding and machine learning questions

probabilistic-programming-and-bayesian-methods-for-hackers

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 ;)

pytorch-examples

Simple examples to introduce PyTorch

pytorch-mini-tutorials

Minimal tutorials for PyTorch

pytorch-serverless

FastAI PyTorch Serverless API (w/ AWS Lambda)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.

raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

scalaplot

Library to plot graphs using a scala frontend, and various backends such as gnuplot, jfreegraph, matplotlib, etc.

sdd-utils

A couple of utilities that can be used with Stanford Drone Dataset