Top repositories
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speech-recognition-neural-network
This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.HTML
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chatbot-startkit
This repository holds files for the simple chatbot wrote in TensorFlow 1.4, with attention mechanism and bucketing.Python
60
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tesla-stocks-prediction
The implementation of LSTM in TensorFlow used for the stock prediction.Jupyter Notebook
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image-search-engine
End-to-end image search engine based on the Deep learning techniques.Jupyter Notebook
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clustering-python
Different clustering approaches applied on different problemsetsJupyter Notebook
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cnn-raccoon
Create interactive dashboards for your Convolutional Neural Networks with a single line of code!Python
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cnn-lstm-network
Tensorflow implementation of embed CNN-LSTM network for sentiment analysis task.Jupyter Notebook
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ml_tutor
Machine Learning Tutor Python libraryPython
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dataset-dimensionality-reduction-python
Here I've demonstrated how and why should we use PCA, KernelPCA, LDA and t-SNE for dimensionality reduction when we work with higher dimensional datasets.Jupyter Notebook
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search-book-by-cover-server
This is the main repository for the Book Search project. This engine allows you to search database of books by simply uploading an image of a cover.Python
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breast-cancer-classification
This project is to test classification algorithms wrote from scratch in python using only numpy. Algorithms wrote in this project: KNN, Logistic Regression and Naive Bayes classifier.Jupyter Notebook
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regression-python
In this repository you can find many different, small, projects which demonstrate regression techniques using python programming languageJupyter Notebook
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Speech-commands-recognition
Recognizing common speech commands using Keras and Tensorflow.Python
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fully-connected-nn
The fully connected neural network implemented in Numpy, from scratch, in Tensorflow and in Keras. The bonus code: Implementation of many different activation functions, in python, weight inits.Jupyter Notebook
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ads-strategy-reinforcement-learning
The example of using reinforcement learning algorithms in the business, specifically finding what ads to use in our campaign.Jupyter Notebook
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pixelrnn
Implementation of a, simple, recurrent neural network used for a image classification.Jupyter Notebook
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rnn-from-scratch
Simple recurrent neural network for text generation. Based on https://gist.github.com/karpathy/d4dee566867f8291f086Python
7
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residual-network
The implementation of ResNet using Tensorflow. This implementation is based on this paper: https://arxiv.org/pdf/1603.05027.pdfJupyter Notebook
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deep-convolutional-highway-network
This is the implementation of Highway version of Deep convolutional network, based on https://arxiv.org/pdf/1505.00387.pdf.Jupyter Notebook
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generative-adversarial-network
This is the implementation of simple GAN using TensorFlow as a framwork.Jupyter Notebook
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movie-recommender-pandas
This is movie recommendation system with pandas back-end. There are a few things you can do with it. Search for movie, find movie what to watch based on genre and when you have watched a movie to find other movies similar to it.Python
4
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fully-connected-highway-network
The imeplementation of Fully Connected Highway network using TensorFlow. The imeplementation is based on this paper: https://arxiv.org/pdf/1505.00387.pdfJupyter Notebook
3
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classification-python
This repository contains projects done by some of classification techniques. Python.Jupyter Notebook
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dsgo-flask-churn
DSGo Virtual Flask deploymentJupyter Notebook
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dsgo-streamlit
DataScience Go Virtual conference - Building data applications (Streamlit version)Python
2
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PyTorch-tutorials
This repository contains different models implemented using PyTorch.Jupyter Notebook
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matchbox-intro-to-ml
This repository contains all source files for the Introduction to practical ML course organized with MatchBox
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cnn-tensorflow-keras
Implementation of simple Convolutional Neural Network in TensorFlow and Keras. The dataset used is MNIST.Jupyter Notebook
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sentiment-analysis
In this mini-project I have implemented LSTM network to classify movie reviews for sentiment analysis task.Jupyter Notebook
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search-book-by-cover-android-app
This is the main repository for the Book Search Android front-end part of the project. This engine allows you to search database of books by simply uploading an image of a cover.Java
2
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Isolation-AI-agent
This is the second project for Artificial Intelligence Nanodegree @Udacity . This is the game Isolation playing agent.Python
1
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rnn-sherlock-holmes-book
This project is a part of AIND @Udacity. Here the RNN (Recurrent neural network) is used to generate text. The RNN is implemented using Keras.HTML
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simulated-annealing
One of many projects done in Artificial Intelligence Nanodegree @Udacity. This project was to use Simulated Annealing algorithm to solve Traveling salesman problem.Jupyter Notebook
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autoencoders-tensorflow
Different versions and their implementations of Autoencoders using Tensorflow.Jupyter Notebook
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pacman-AI
This is the Pacman AI agent implemented as a search problem with DFS, UCS, BFS, A* with different heuristic functions. This project was a part of Artificial Intelligence Nanodegree @Udacity.Python
1
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air-cargo-planning-ai
The air cargo problem is one of many problems that we can easily solve using AI. Particularly here we are solving this problem using planning techniques from AI domain. This is a project from Artificial Intelligence Nanodegree @Udacity.Python
1
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ai-course-for-executives
Python
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