bonsai-dtProgrammable Decision Tree Framework
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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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AIML-Human-Attributes-Detection-with-Facial-Feature-ExtractionThis is a Human Attributes Detection program with facial features extraction. It detects facial coordinates using FaceNet model and uses MXNet facial attribute extraction model for extracting 40 types of facial attributes. This solution also detects Emotion, Age and Gender along with facial attributes.
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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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MachineLearningImplementations of machine learning algorithm by Python 3
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claireContinuously Learning Artificial Intelligence Rules Engine (Claire) for Smart Homes
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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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Upside-Down-Reinforcement-LearningUpside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.
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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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normalizing-flowsImplementations of normalizing flows using python and tensorflow
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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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AgePredictorAge classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum
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spark-transformersSpark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.
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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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ml-from-scratchAll content related to machine learning from my blog
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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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spams-pythonA rehost of the python version of SPArse Modeling Software (SPAMS)
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artificial neural networksA collection of Methods and Models for various architectures of Artificial Neural Networks
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pyHSICLassoVersatile Nonlinear Feature Selection Algorithm for High-dimensional Data
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NoMLA notebook for machine learning interview
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PyLDAA Latent Dirichlet Allocation implementation in Python.
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extra-modelCode to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
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perceptronThe simplest Perceptron you'll ever see
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zoofszoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
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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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oxygenjsThis a JavaScript Library for the Numerical Javascript and Machine Learning
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ExConExCon: Explanation-driven Supervised Contrastive Learning
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ML-For-Beginners12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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ugtmugtm: a Python package for Generative Topographic Mapping
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darwinDarwin C++ and Python Machine Learning Framework for Cyber Security
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Machine-LearningA repo to explain algorithm in machine learning with CHINESE
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machine-learning-notebooks🤖 An authorial collection of fundamental python recipes on Machine Learning and Artificial Intelligence.
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Anomaly Detectionanomaly detection with anomalize and Google Trends data
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SGDLibraryMATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
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influence boostingSupporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"
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subsemblesubsemble R package for ensemble learning on subsets of data
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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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Data-Scientist-In-PythonThis repository contains notes and projects of Data scientist track from dataquest course work.
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lbfgsb-gpuAn open source library for the GPU-implementation of L-BFGS-B algorithm
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calcuMLatorAn intelligently dumb calculator that uses machine learning
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Machine-Learning-ExplainedLearn the theory, math and code behind different machine learning algorithms and techniques.
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ML-ProjectKart🙌Kart of 210+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
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PROSACPROSAC algorithm in python
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neptune-examplesExamples of using Neptune to keep track of your experiments (maintenance only).
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genieGenie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)
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Fake-News-Detection-ProjectFake News Detection Final Year College Project with Project Report, PPT, Code, Research Paper and Documents.
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taller SparkRTaller SparkR para las Jornadas de Usuarios de R
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tensorflow-rbmTensorflow implementation of the Restricted Boltzmann Machine
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