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annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autolabor_simulation icon autolabor_simulation

Simulator written using the ros node for simulating wheeled robot travel, related sensors, scenes, etc.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

ofdm icon ofdm

A MATLAB program to help understand OFDM.

open_model_zoo icon open_model_zoo

Pre-trained Deep Learning models and demos (high quality and extremely fast)

scrapytest icon scrapytest

SCRAPY爬虫实验,主要是一些简单的栗子,让你快速了解scrapy玩法!

speech_recognition icon speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

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