Hitchhikers GuideThe Hitchhiker's Guide to Data Science for Social Good
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Miscmisc
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Neuraltalk2Efficient Image Captioning code in Torch, runs on GPU
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Gutenburg nlpA hypothetical proof-of-concept book recommendation system for Project Gutenberg, using Natural Language Processing.
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TakehomedatachallengesMy solution to the book <A collection of Data Science Take-home Challenges>
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Hack University Machine LearningHack University course "Introduction to Machine Learning" sylabus, course material, python examples, resource links, and data sets
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Python DeepdivePython Deep Dive Course - Accompanying Materials
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EccoVisualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).
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TelemanomA framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
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Covid CtCOVID-CT-Dataset: A CT Scan Dataset about COVID-19
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Tensorflow exercisesThe codes I made while I practiced various TensorFlow examples
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Dnc TensorflowA TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)
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Ephys AnalysisScripts and utilities for processing electrophysiology data
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AutodidactA pedagogical implementation of Autograd
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Pandas CookbookRecipes for using Python's pandas library
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DablData Analysis Baseline Library
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Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
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QuaternetProposes neural networks that can generate animation of virtual characters for different actions.
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ActivitynetThis repository is intended to host tools and demos for ActivityNet
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Functional ZooPyTorch and Tensorflow functional model definitions
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GhgforcingPython package to calculating forcing from continuous GHG emissions
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Gym TradingEnvironment for reinforcement-learning algorithmic trading models
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DenseposeA real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
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Cs231My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition
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MingptA minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
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Bert scoreBERT score for text generation
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Python tutorialsPython tutorials in both Jupyter Notebook and youtube format.
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Pseudo lidar(CVPR 2019) Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving
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Plotly Misc NbsMiscellaneous IPython notebooks showing off plotly's features
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Pytest IntroIntro practice session to py.test
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Medium notebookRepository containing notebooks of my posts on Medium
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Asteroids atlas of spaceCode, data, and instructions for mapping orbits of asteroids in the solar system
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Keras IoKeras documentation, hosted live at keras.io
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NotebookStuff going through my mind
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Ms Agv Car微軟人工智慧實務工作坊及 CAVEDU 研習課程之無人載具範例程式
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