faisalbi's repositories
deepcourse
Learn the Deep Learning for Computer Vision in three steps: theory from base to SotA, code in PyTorch, and space-repetition with Anki
annotated_deep_learning_paper_implementations
๐งโ๐ซ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, etc. ๐ง
Awesome-AIGC-Tutorials
Curated tutorials and resources for Large Language Models, AI Painting, and more.
awesome-mlops
A curated list of references for MLOps
Computational-CryoEM
A curated list of awesome computational cryo-EM methods.
course
The Hugging Face course on Transformers
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Deep-Learning-Interview-Book
ๆทฑๅบฆๅญฆไน ้ข่ฏๅฎๅ ธ๏ผๅซๆฐๅญฆใๆบๅจๅญฆไน ใๆทฑๅบฆๅญฆไน ใ่ฎก็ฎๆบ่ง่งใ่ช็ถ่ฏญ่จๅค็ๅSLAM็ญๆนๅ๏ผ
DeepLearning
ๆทฑๅบฆๅญฆไน ๅ ฅ้จๆ็จ, ไผ็งๆ็ซ , Deep Learning Tutorial
diffusers
๐ค Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
DragGAN
Official Code for DragGAN (SIGGRAPH 2023)
DSIRP
Data Structures and Information Retrieval in Python
education-toolkit
Educational materials for universities
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
gansformer
Generative Adversarial Transformers
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
ML-Roadmap-for-2022
A curated list of Machine learning videos, links, projects and datasets to help you conquer the ML landscape in 6 months
ML-YouTube-Courses
๐บ A place to discover the latest machine learning courses on YouTube.
my_notes
My small cheatsheets for data science, ML, computer science and more.
Python-Object-Oriented-Programming---4th-edition
Code Repository for Python Object-Oriented Programming - 4th edition, Published by Packt
relion
Image-processing software for cryo-electron microscopy
ResNet_for_Structure_Assignments
This project utilizes a residual network architecture for assigning secondary structures to protein 3D Coordinates.
SPADE
Semantic Image Synthesis with SPADE
starparser
Manipulate and mine Relion .star files
study-is-wonderful
awesome public courses and wonderful study resource
transfer-learning-conv-ai
๐ฆ State-of-the-Art Conversational AI with Transfer Learning
UVTomogan
UVTomo-gan: An adversarial learning based approach for unknown view X-ray tomographic reconstruction