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TranslatedTensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0 version introductory example code and hands-on tutorials.
TensorFlow documentation
Code for Tensorflow Machine Learning Cookbook
Silero Models: pre-trained text-to-speech models made embarrassingly simple
A scikit-learn compatible neural network library that wraps PyTorch
Pytorch🍊🍉 is delicious, just eat it! 😋😋
Financial portfolio optimization in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.
Simple tutorials using Google's TensorFlow Framework
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
Implement a reasoning LLM in PyTorch from scratch, step by step
250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.
fast.ai Courses
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
From the basics to slightly more interesting applications of Tensorflow
Translated【🔞🔞🔞 Contains images not suitable for minors】AI exploration and summary based on my strengths in programming, drawing, and writing: StableDiffusion is a powerful image generation model that can generate new images by evolving an existing image. ChatGPT is a Transformer-based language generation model that can automatically generate suitable articles for an input topic. And Github Copilot is an intelligent programming assistant that can speed up everyday programming activities.
Notebooks for learning deep learning
Efficient Image Captioning code in Torch, runs on GPU