saugatapaul1010/Nothing

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saugatapaul1010/mmsegmentation Fork of open-mmlab/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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saugatapaul1010/Assisted-MLOps

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saugatapaul1010/data

This repo contains dataset for 5 class animal classifier

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saugatapaul1010/ML-Ops-Azure-Pipelines

Fresh upload for the end to end ML-OPs pipeline using Azure.

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saugatapaul1010/Netflix-Movie-Recommendation-Engine

Predict the rating that a user would give to a movie that he ahs not yet rated. Minimize the difference between predicted and actual rating (RMSE and MAPE)

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saugatapaul1010/LSTM-for-sequence-classification-on-the-Amazon-Fine-Food-Reviews-dataset

Applying LSTM architectures on Amazon Fine Food Reviews dataset.

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saugatapaul1010/Stack-Overflow-Tag-Prediction

Predicitng 'tags' based on the questions asked in StackOverlow!

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saugatapaul1010/Deep-Learning-Apply-various-architectures-on-the-MNIST-dataset.

In this tutorial, we will apply a bunch of various Neural Network Architectures on the MNIST dataset and see how each of them behaves with respect to one another.

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saugatapaul1010/Music-Generation-using-Deep-Learning

In this repository, I will build a simple AI which generates piano music. A special type of Recurrent Neural Networks called LSTM is used for this software. The two most important concepts covered in this case study are time distributed dense layer and stateful RNNS. The documentation will be updated in some days.

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saugatapaul1010/routing_problem Fork of lukasobg/routing_problem

Optimization model for warehouse location-routing implemented with Python and PuLP.

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saugatapaul1010/EDA-on-Habermans-Cancer-Survival-Dataset

The task in this repository is to perform Exploratory Data Analysis on Habermans Cancer Survival Dataset. At the end of this, we will have an idea about a patient's 5 years survival rate given that he already has been detected with a positive Axillary lymph nodes.

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saugatapaul1010/Classification-Pipeline

This repository contains a pipeline for training classification models using pre trained model in keras. Readme will be updated with step by step process to use this pipeline.

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saugatapaul1010/Microsoft-Malware-Detection-using-Machine-Learning

The task here is to determine if or not a .asm or .byte file a malware or not. If yes, the algorithm will predict the class to which the malware class it belongs to.

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saugatapaul1010/Ensemble-Learning-BLOG

Ensemble Learning — Bagging, Boosting, Stacking and Cascading Classifiers in Machine Learning using SKLEARN and MLEXTEND libraries.

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saugatapaul1010/CIFAR10-ENET-B5

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saugatapaul1010/Building-extremely-powerful-object-recognizers-using-very-little-data

In this repository I will build a state of the art object recognizer with extremely small data. Remember, building a state of the art object recogniser using deep learning is very simple if you have large chunks of data. However, if we have very little data, how can we get the best out of our models? Let's find out!

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saugatapaul1010/Product_Recommendation_Engine

Recommend top products to customers based on their purchase history.

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saugatapaul1010/Image_Tampering_Localization_Heatmap

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saugatapaul1010/Amazon-Fine-Food-Reviews-Analysis

This repository contains a series of experiments performed on the Amazon Reviews dataset. This includes data visualization techniques like PCA and T-SNE. It also includes curating, de-duping and cleaning the dataset to perform a series of NLP related tasks. You will learn about a series of models which includes KNN, Naive Bayes, Logistic Regression, SVMs, Decision Trees, GBDTs, XGBoosts, Random Forests etc. You weill also learn about applying clustering techniques like KMeans, Agglomerative clustering and DBSCAN. You will further learn about Matrix Factorization usng Truncated SVD followed by KMeans clustering.

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saugatapaul1010/Medical-AI-Android

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saugatapaul1010/linkedin-api Fork of tomquirk/linkedin-api

👨‍💼Linkedin API for Python

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saugatapaul1010/mlrun Fork of mlrun/mlrun

Machine Learning Automation and Tracking

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saugatapaul1010/tpot Fork of EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

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saugatapaul1010/tensorflow-example Fork of valohai/tensorflow-example

TensorFlow examples for Valohai platform

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saugatapaul1010/azure-devops-python-api Fork of microsoft/azure-devops-python-api

Azure DevOps Python API

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saugatapaul1010/Human-Activity-Recognition-using-classical-Machine-Learning-and-LSTM

This experiments predicts a human activity based on the data it recieves from the gyroscope. The model classifies a human activity in one of the 6 classes - Sitting, Standing, Walking, Walking Downstairs, Walking Upstairs, Laying.

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saugatapaul1010/DeepFaceLab_Linux Fork of iperov/DeepFaceLab

DeepFaceLab utilizes deep learning to recognize and swap faces in pictures and videos.

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saugatapaul1010/detectron2 Fork of facebookresearch/detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

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saugatapaul1010/Amazon-Fashion-Recommendation-Engine

This is a case study on how to build a recommendation system using simple euclidean distance.

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saugatapaul1010/Personalized-Cancer-Detection-using-Machine-Learning

In this repository, given a gene type, gene variation and medical literature, I will try to predict which class of cancer a patient belongs to.

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saugatapaul1010/Social-Network-Graph-Link-Prediction

In this repository, I will predict the linkage between two nodes in a social network using graph mining features. This case study is Instagram specific, but is valid for all other social networks.

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saugatapaul1010/Taxi-demand-prediction-in-New-York-City

Given a region in a map, our task is to predict the number of pickups in a 10 minute interval. Support we are at time t, we will use all the data till time (t-1) to predict the pickup at time t.

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saugatapaul1010/NFS

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saugatapaul1010/models-1 Fork of tensorflow/models

Models and examples built with TensorFlow

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saugatapaul1010/Breast-Cancer-Detection

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saugatapaul1010/Demo

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saugatapaul1010/Quora-Question-Pair-Similarity-Detection

Given a pair of questions, the task is to determine if or not they are 100% similar, using various Machine Learning algorithms.

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saugatapaul1010/Predicting-Movie-Tags-with-Plot-Synopsis-Data

In this repository, I have done a detailed case study on predicting movie tags based on the movie plot summaries.

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saugatapaul1010/Exploratory-Data-Analysis-on-Iris-Dataset

This repo is for self reference. This contains EDA techniques applied on the Iris Dataset.

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saugatapaul1010/tensorflow Fork of tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

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saugatapaul1010/Implement-SGD-from-scratch.

In this experiment we will implement Stochastic Gradient Descent from scratch. We will use multiple datasets in multiple Ipython notebooks to check the iuntegrity of the custom implementaton. We will compare the mean squared error obtained from our custom implementation to that of SKLEARNS LinearRegressor and SGDRegressor and see if all the errors are in similar ranges.

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saugatapaul1010/learnopencv Fork of spmallick/learnopencv

Learn OpenCV : C++ and Python Examples

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saugatapaul1010/noisereduce Fork of timsainb/noisereduce

Noise reduction / speech enhancement for python using spectral gating

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saugatapaul1010/Video2Description Fork of scopeInfinity/Video2Description

Video to Text: Generates description in natural language for given video (Video Captioning)

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saugatapaul1010/Real-Time-Voice-Cloning Fork of CorentinJ/Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

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saugatapaul1010/Self-Driving-Car

In this repository, I will build a self driving car using Deep Learning techniques such as Convolution Neural Networks. A further improvement on this model can be done using LSTMs and RNN-CNN architectures by capturing the sequence information of the video frames. Work is in progress for this experiment. Keep watching this space for future updates on the same.

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saugatapaul1010/AnglePredictor

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saugatapaul1010/Build-cython_bbox.so Fork of XinZhangNLPR/Build-cython_bbox.so

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saugatapaul1010/Image_Manipulation_Detection

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saugatapaul1010/Credit-card-fraud-detection-using-statistical-analysis-and-machine-learning.

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saugatapaul1010/LSTM-for-Donors

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saugatapaul1010/self-driving-car-1 Fork of udacity/self-driving-car

The Udacity open source self-driving car project

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saugatapaul1010/RGB-N Fork of pengzhou1108/RGB-N

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saugatapaul1010/Mask_RCNN Fork of matterport/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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saugatapaul1010/Numpy-for-Quick-Reference

This repo contains code which performs numerical analysis using Numpy. This repo is for self reference only.

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saugatapaul1010/Pandas-Quick-Reference

This contains common operations involving Pandas library.

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saugatapaul1010/LSTM-for-sequence-classification-on-the-IMDB-dataset

The task involved is to apply RNN (LSTMs) on thge IMDB reviews dataset and train a Deep Learning model on top of it.

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saugatapaul1010/awesome-object-detection Fork of amusi/awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

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saugatapaul1010/Deep-Object-Removal Fork of VPanjeta/Deep-Object-Removal

Using cGANs to remove objects from a photo

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saugatapaul1010/FaceForensics Fork of ondyari/FaceForensics

Github of the FaceForensics dataset

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saugatapaul1010/AI-TextGen

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saugatapaul1010/Smart-Compose

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saugatapaul1010/pix2pixHD Fork of NVIDIA/pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

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saugatapaul1010/neurips18_hierchical_image_manipulation Fork of xcyan/neurips18_hierchical_image_manipulation

Pytorch Implementation of NeurIPS'18 paper on Generative Image Manipulation with Hierarchical Semantic Structures

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saugatapaul1010/models Fork of onnx/models

A collection of pre-trained, state-of-the-art models in the ONNX format

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saugatapaul1010/ImageAI Fork of OlafenwaMoses/ImageAI

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

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saugatapaul1010/attention_keras Fork of thushv89/attention_keras

Keras Layer implementation of Attention

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saugatapaul1010/Malaria-Detection-using-Deep-Neural-Nets

In this repo, I will build an end to end deep learning model which helps us to determine if or not a cell is infected with Malaria.

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saugatapaul1010/Implement-seqGAN-with-Keras Fork of chung771026/Implement-seqGAN-with-Keras

Implement seqGAN (https://arxiv.org/abs/1609.05473) with Keras. The task is a Chinese chat bot.

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saugatapaul1010/Keras-GAN Fork of eriklindernoren/Keras-GAN

Keras implementations of Generative Adversarial Networks.

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saugatapaul1010/Pneumonia-Detection

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saugatapaul1010/Python-Snippets-for-Quick-Reference

This contains some simple problems in Python and their solutions.

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saugatapaul1010/Learn_Physics_in_2_Months Fork of llSourcell/Learn_Physics_in_2_Months

This is the curriculum for "Learn Physics in 2 Months" by Siraj Raval on Youtube

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saugatapaul1010/CycleGAN Fork of junyanz/CycleGAN

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

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saugatapaul1010/BayesianOptimization Fork of fmfn/BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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saugatapaul1010/gpredict Fork of csete/gpredict

Gpredict satellite tracking application

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saugatapaul1010/Matplotlib-Quick-Reference

Contains self explanatory codes for quick references to Matplotlib.

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saugatapaul1010/Animated-T-SNE

Dimensionality reduction technique using Animated T-Distributed Stochastic Neighborhood Embedding. This repository is for self reference.

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