Gate Decorator PruningCode for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
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Deep TtfSurvival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras
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NotebooksNotebooks using the Hugging Face libraries 🤗
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AudiosignalprocessingformlCode and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
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PudbFull-screen console debugger for Python
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Fastai oldOLD REPO - PLEASE USE fastai/fastai
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ColabContinual Learning tutorials and demo running on Google Colaboratory.
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Tf TutorialsTutorials for deep learning course here:
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Catalogos Dados BrasilMapeamento de iniciativas (e catálogos) de dados abertos governamentais no Brasil.
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Deep Reinforcement Learning Algorithms31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
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Janggu Deep learning infrastructure for bioinformatics
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CatdcganA DCGAN that generate Cat pictures 🐱💻
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Motion AiAI assisted motion detection for Home Assistant
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ProjectsTLM Monthly Projects. Join our slack to work on them.
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Lede AlgorithmsAlgorithms course materials for the Lede program at Columbia Journalism School
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ProttransProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
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AutofeatLinear Prediction Model with Automated Feature Engineering and Selection Capabilities
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PythonvscodeThis extension is now maintained in the Microsoft fork.
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Deeplearning.ai Andrewngdeeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link
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SpoonnFPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
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Fsi SamplesA collection of open-source GPU accelerated Python tools and examples for quantitative analyst tasks and leverages RAPIDS AI project, Numba, cuDF, and Dask.
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Coms4995 S20COMS W4995 Applied Machine Learning - Spring 20
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Zerocostdl4micZeroCostDL4Mic: A Google Colab based no-cost toolbox to explore Deep-Learning in Microscopy
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MediapyThis Python library makes it easy to display images and videos in a notebook.
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NotebooksJupyter Notebooks with Deep Learning Tutorials
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Kaggle PlaygroundJupyter notebooks and code examples for my Kaggle Beginners' Guide.
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Object Oriented Programming Using PythonPython is a multi-paradigm programming language. Meaning, it supports different programming approach. One of the popular approach to solve a programming problem is by creating objects. This is known as Object-Oriented Programming (OOP).
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Notebook📒 notebook
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Python For DevelopersThis book is geared toward those who already have programming knowledge. It covers topics that include: creation of user interfaces, computer graphics, internet applications, distributed systems, among other issues.
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Data ProjectsScripts and data for various Vox Media stories and news projects
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Pixiedust nodeJupyter magic to allow Node.js code to run in a notebook
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StuffStuff I uploaded to share online or to access from a different machine
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Sql magicMagic functions for using Jupyter Notebook with Apache Spark and a variety of SQL databases.
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