IntromlPython tutorials for introduction to machine learning
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Gp4aCode for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"
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IntegratedgradientsPython/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.
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Mnist tutorialA tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.
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LargitdataLargitData Course Material
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Graph NotebookLibrary extending Jupyter notebooks to integrate with Apache TinkerPop and RDF SPARQL.
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RadioRadIO is a library for data science research of computed tomography imaging
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Hacktoberfest2020 ContributionsA beginner-friendly project to help you in open-source contributions. Made specifically for contributions in HACKTOBERFEST 2020! Hello World Programs and Algorithms! Please leave a star ⭐ to support this project! ✨
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Text detectorText detection model that combines Retinanet with textboxes++ for OCR
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NbqaRun any standard Python code quality tool on a Jupyter Notebook
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Keras AcganAuxiliary Classifier Generative Adversarial Networks in Keras
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Datascience책) 파이썬으로 데이터 주무르기 - 소스코드 및 데이터 공개
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Rl AdventurePytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
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Atari Model ZooA binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.
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Ml LessonsIntro to deep learning for medical imaging lesson, by MD.ai
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ImodelsInterpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
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Analytics ZooDistributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
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SvhnclassifierA TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
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CompstatsCode for a workshop on statistical interference using computational methods in Python.
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Nas fpn tensorflowNAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection.
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PysonarDecentralized Machine Learning Client
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ExplainxExplainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.
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BassetConvolutional neural network analysis for predicting DNA sequence activity.
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VeridefteriVeri Defteri Üzerine Kısa Notlar (www.veridefteri.com)
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DatacollectA collection of tools to collect and download various data.
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SpyketorchHigh-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
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MgcnnMulti-Graph Convolutional Neural Networks
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LernapparatVarious Notebooks for Lernapparat.de
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Gpt 2 Colabretrain gpt-2 in colab
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Auto tsAutomatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
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Up Down CaptionerAutomatic image captioning model based on Caffe, using features from bottom-up attention.
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Trading GymThis trading-gym is the first trading for agent to train with episode of short term trading itself.
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Score sdeOfficial code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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Cvx short courseMaterials for a short course on convex optimization.
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Neuralnetworks.thought ExperimentsObservations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
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MlCodes related to various ML Hackathons
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M5 MethodsData, Benchmarks, and methods submitted to the M5 forecasting competition
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Go TfliteGo binding for TensorFlow Lite
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MiscellaneousScripts and code examples. Includes Spark notes, Jupyter notebook examples for Spark, Impala and Oracle.
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Medium articlesScripts/Notebooks used for my articles published on Medium
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BinpyAn electronic simulation library written in pure Python
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DdpgImplementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym
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