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Basic Mathematics For Machine LearningThe motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
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LooperA resource list for causality in statistics, data science and physics
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Bat.jlA Bayesian Analysis Toolkit in Julia
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FacetHuman-explainable AI.
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Mlj.jlA Julia machine learning framework
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Neural TangentsFast and Easy Infinite Neural Networks in Python
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A Nice McCode for "A-NICE-MC: Adversarial Training for MCMC"
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Chinese Chatbot中文聊天机器人,基于10万组对白训练而成,采用注意力机制,对一般问题都会生成一个有意义的答复。已上传模型,可直接运行,跑不起来直播吃键盘。
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Robust Detection BenchmarkCode, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
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Sound localization algorithmsClassical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
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MicrogradA tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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Focal Loss Pytorch全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.
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BlogPublic repo for HF blog posts
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Deep LearningThis repository contains Deep Learning examples using Tensorflow. This repository will be useful for Deep Learning starters who find difficulty in understanding the example codes.
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Data sciencedaily curated links in DS, DL, NLP, ML
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Colour DemosaicingCFA (Colour Filter Array) Demosaicing Algorithms for Python
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LifelinesSurvival analysis in Python
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SandboxPlay time!
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