Pinned Repositories
Anti-UAV-work
🔥🔥Official Repository for Anti-UAV🔥🔥
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
DeepLearning-500-questions
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06
DistributedEvolutionaryComputation
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.
Dive-Into-Deep-Learning-PyTorch-PDF
本项目对中文版《动手学深度学习》中的代码进行了整理
Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可
FCMpy
Fuzzy Cognitive Maps for Behavior Change Interventions and Evaluation
handson-ml2
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.
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)
BigHorse-AI's Repositories
BigHorse-AI/Anti-UAV-work
🔥🔥Official Repository for Anti-UAV🔥🔥
BigHorse-AI/rrcf
🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
BigHorse-AI/annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
BigHorse-AI/Anomaly-Detection-Deep-Learning
Code repository for the second edition of "Beginning Anomaly Detection Using Python-Based Deep Learning"
BigHorse-AI/Applied-Machine-Learning-Explainability-Techniques
Applied Machine Learning Explainability Techniques, published by Packt
BigHorse-AI/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
BigHorse-AI/Awesome-Evolutionary-Reinforcement-Learning
Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning
BigHorse-AI/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
BigHorse-AI/Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
BigHorse-AI/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
BigHorse-AI/d2l-zh
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
BigHorse-AI/Deep-Learning-for-Time-Series-Data-Cookbook
B21145 - Deep Learning for Time Series Data Cookbook
BigHorse-AI/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
BigHorse-AI/DrEureka
Official Repository for "DrEureka: Language Model Guided Sim-To-Real Transfer"
BigHorse-AI/ERL-Re2
This is the official implementation of ERL-Re2.
BigHorse-AI/Eureka
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
BigHorse-AI/FCSTGNN
BigHorse-AI/filterpy
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.
BigHorse-AI/gym
A toolkit for developing and comparing reinforcement learning algorithms.
BigHorse-AI/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
BigHorse-AI/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.
BigHorse-AI/modelscope
ModelScope: bring the notion of Model-as-a-Service to life.
BigHorse-AI/Modern-Time-Series-Forecasting-with-Python
Modern Time Series Forecasting with Python, published by Packt
BigHorse-AI/NAS_transformer
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
BigHorse-AI/NASA-Jet-Engine-Maintenance
ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification
BigHorse-AI/openmv
OpenMV Camera Module
BigHorse-AI/PINN4SOH
A physics-informed neural network for battery SOH estimation
BigHorse-AI/progpy
The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and provides a set of models and algorithms for select components developed within this framework, suitable for use in prognostic applications.
BigHorse-AI/pykalman
Kalman Filter, Smoother, and EM Algorithm for Python
BigHorse-AI/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite