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Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.
Hands-on Deep Reinforcement Learning, published by Packt
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[email protected] 版权所有，违权必究 Tan 2018.06
OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
PyTorch implementations of deep reinforcement learning algorithms and environments
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Coursera 机器学习基石 机器学习技法 林轩田 课堂PPT、作业及课堂笔记。
Python Implementation of Reinforcement Learning: An Introduction
A curated list of network embedding techniques.
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
Attention based model for learning to solve different routing problems
SOON TO BE DEPRECATED - Private machine learning progress
Machine Learning for Cyber Security
A PyTorch implementation of the YOLO v3 object detection algorithm
MTCNN face detection implementation for TensorFlow, as a PIP package.
🔥 2D and 3D Face alignment library build using pytorch
Pytorch implementation of convolutional neural network visualization techniques
Curated list of awesome GAN applications and demo
PyTorch implementations of Generative Adversarial Networks.
Keras implementations of Generative Adversarial Networks.
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Python code for detecting circles in a circle using Hough Transform
Keras implementation of RetinaNet object detection.
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices