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NVR with realtime local object detection for IP cameras
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Understanding Deep Learning - Simon J.D. Prince
A solution to the problem of finding five English words with 25 distinct characters, using dynamic programming.
We write your reusable computer vision tools. ๐
Generative adversarial training for generating synthetic tabular data.
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0็ๅ ฅ้จๅฎไพไปฃ็ ๏ผๅฎๆๆ็จใ
๐ Papers & tech blogs by companies sharing their work on data science & machine learning in production.
PRML algorithms implemented in Python
C++ Code Repository.
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.
๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
This project detects a person (from images, videos and from real time webcam) in different postures using HOG features and SVM classifier.
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
The fundamental package for scientific computing with Python.
๐งโ๐ซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gaโฆ
Keras implementations of Generative Adversarial Networks.
Notes from books and other interesting things that I've read. Table of contents at the end ๐
Deeplearning.AI TensorFlow Advanced Techniques Specialization Solution
Solving the Traveling Salesman Problem using Self-Organizing Maps
Natural Language Processing Tasks and References
All Algorithms implemented in Python