BreakthroughUC Berkeley's software and documentation for Breakthrough Listen data
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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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Seq2seq tutorialCode For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"
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Ml ClassMachine learning lessons and teaching projects designed for engineers
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DocsMindSpore document
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Rossmann tsa forecastsTime Series Analysis & Forecasting of Rossmann Sales with Python. EDA, TSA and seasonal decomposition, Forecasting with Prophet and XGboost modeling for regression.
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Deep HistopathA deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge
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Data Structures Algorithms PythonThis tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.
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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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Attic ClimateMirror of Apache Open Climate Workbench
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FastdocCreate publication-quality books from Jupyter notebooks
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SimpsonrecognitionDetect and recognize The Simpsons characters using Keras and Faster R-CNN
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3dmm FittingFit 3DMM to front and side face images simultaneously.
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Deep ListeningDeep Learning experiments for audio classification
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Hep mlMachine Learning for High Energy Physics.
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PrivatemlVarious material around private machine learning, some associated with blog
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Gocnnusing CNN to do move prediction and board evaluation for the board game Go
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Deeplearningbook NotesNotes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
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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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RwetNotebooks and other materials for Reading and Writing Electronic Text
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MathstatscodeCodes for my mathematical statistics course
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SaxpySymbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python
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Laplacians.jlAlgorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.
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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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Bcs workshop apr 20Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design
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Glmm In PythonGeneralized linear mixed-effect model in Python
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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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Clockwork FcnClockwork Convnets for Video Semantic Segmenation
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Nlp estimator tutorialEducational material on using the TensorFlow Estimator framework for text classification
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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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Sound localization algorithmsClassical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
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Streaming DemosDemos of Plotly's Real-time Streaming API
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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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ReadataPython数据分析实战项目汇总~
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Ml riskmanagementShort Course - Applied Machine Learning for Risk Management
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