Grokking-Machine-LearningThis repo aims to contain different machine learning use cases along with the descriptions to the model architectures
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Tensorflow-YOLACTImplementation of the paper "YOLACT Real-time Instance Segmentation" in Tensorflow 2
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UnitBoxUnitBox: An Advanced Object Detection Network
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AgePredictorAge classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum
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ML-For-Beginners12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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lbfgsb-gpuAn open source library for the GPU-implementation of L-BFGS-B algorithm
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RapLyrics-BackModel training, custom generative function and training for raplyrics.eu - A rap music lyrics generation project
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Binary-Neural-NetworksImplemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.
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SGDLibraryMATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
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muzeroA clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
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ExConExCon: Explanation-driven Supervised Contrastive Learning
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datascienvdatascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries
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BoostSRLBoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.
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pcdarts-tf2PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.
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ml-aiML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions
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QuantumSpeech-QCNNIEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
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Innovative-Book-ResourcesThis repository contains books from different topics and perfect enough to give developers a boost in understanding the concepts of Data Science and Artificial Intelligence(other topics are also included but main highlights are these two).
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labml🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
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CerboPerform Efficient ML/DL Modelling easily
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spams-pythonA rehost of the python version of SPArse Modeling Software (SPAMS)
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GrouProxFedGroup, A Clustered Federated Learning framework based on Tensorflow
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datascience-mashupIn this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.
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online-course-recommendation-systemBuilt on data from Pluralsight's course API fetched results. Works with model trained with K-means unsupervised clustering algorithm.
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pyHSICLassoVersatile Nonlinear Feature Selection Algorithm for High-dimensional Data
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bonsai-dtProgrammable Decision Tree Framework
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Tf-RecTf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.
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Handwritten-Digits-Classification-Using-KNN-Multiclass Perceptron-SVM🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.
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deep autovimlBuild tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
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MachineLearningImplementations of machine learning algorithm by Python 3
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ntgaCode for "Neural Tangent Generalization Attacks" (ICML 2021)
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PyLDAA Latent Dirichlet Allocation implementation in Python.
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ugtmugtm: a Python package for Generative Topographic Mapping
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Machine-Learning-ExplainedLearn the theory, math and code behind different machine learning algorithms and techniques.
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tfworldhackathonGitHub repo for my Tensorflow World hackathon submission
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Intention-Mining-Intention Mining in Social Networking. It Mines Emotions and polarity for the given keyword . For the keyword it searchers the twitter for the comments and analyzes the results for various events such as Election results, Sports prediction Movie ratings, Breaking news events such as demonetisation and many more. Bayes , Maximum Entropy and Hidde…
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vlainic.github.ioMy GitHub blog: things you might be interested, and probably not...
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random-fourier-featuresImplementation of random Fourier features for kernel method, like support vector machine and Gaussian process model
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face-mask-detection-tf2A face mask detection using ssd with simplified Mobilenet and RFB or Pelee in Tensorflow 2.1. Training on your own dataset. Can be converted to kmodel and run on the edge device of k210
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Self-Driving-CarImplemented a Convolutional Neural Network for end-to-end driving in a simulator using Tensorflow and Keras. The project involves training over 13,000 images in a unity3d simulator to steer the car successfully throughout the track
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Brain-Tumor-SegmentationAttention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
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AI Learning HubAI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics
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machine-learning-notebooks🤖 An authorial collection of fundamental python recipes on Machine Learning and Artificial Intelligence.
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perceptronThe simplest Perceptron you'll ever see
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TTS tfWIP Tensorflow implementation of https://github.com/mozilla/TTS
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CRNN.tf2Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2
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