ReadataPython数据分析实战项目汇总~
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Deep ListeningDeep Learning experiments for audio classification
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Deep HistopathA deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge
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Optimization PythonGeneral optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
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NotebooksSpeedml Python Notebooks
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Hep mlMachine Learning for High Energy Physics.
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FastdocCreate publication-quality books from Jupyter notebooks
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Tianchiorgame天池比赛,kaggle等等(Keras/PyTorch实战)
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Ml ClassMachine learning lessons and teaching projects designed for engineers
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Automatedstocktrading Deepq LearningEvery day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.
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Ssss"Deep Learning and Quantum Programming" Spring School @ Song Shan Lake
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Ml riskmanagementShort Course - Applied Machine Learning for Risk Management
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Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
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Seq2seq tutorialCode For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
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Laplacians.jlAlgorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.
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Clockwork FcnClockwork Convnets for Video Semantic Segmenation
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Python tipsSome Python tips for beginner to intermediate users. Also used as a personal cheat sheet. Featured here https://bit.ly/2ZaV4Pl
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MathstatscodeCodes for my mathematical statistics course
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Code With AiInterface for people to use my model which predicts which techniques one should use to solve a competitive programming problem to get an AC
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SaxpySymbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python
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Tf TutorialShort tutorial for TensorFlow, designed to be presented in-person
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Repo 2019BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics
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Depth Hints[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs
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One Network Many UsesFour-in-one deep network: image search, image captioning, similar words and similar images using a single model
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Part bilinear reidCode for ECCV2018 paper: Part-Aligned Bilinear Representations for Person Re-Identification
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Ghost Free Shadow Removal[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
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Bcs workshop apr 20Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design
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AlgobookA beginner-friendly project to help you in open-source contributions. Data Structures & Algorithms in various programming languages Please leave a star ⭐ to support this project! ✨
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Keras Mnist TutorialFor a mini tutorial at U of T, a tutorial on MNIST classification in Keras.
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PrivatemlVarious material around private machine learning, some associated with blog
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Handwriting SynthesisImplementation of "Generating Sequences With Recurrent Neural Networks" https://arxiv.org/abs/1308.0850
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Deeplearningbook NotesNotes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
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Streaming DemosDemos of Plotly's Real-time Streaming API
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RwetNotebooks and other materials for Reading and Writing Electronic Text
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MlMachine Learning Projects and Learning Content
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Poppy Ergo Jr🤖 Poppy Ergo Jr is an open-source robotic arm based on modular 3D printed conception and low-cost XL-320 motors.
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Beyond Jupyter🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References)
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Dea NotebooksRepository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and xarray
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DataminingnotebooksThis is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.
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