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albumentations

fast image augmentation library and easy to use wrapper around other libraries

automobile_uci

The dataset is taken from the machine learning repository of UCI and consists of 205 instances and 26 attributes, consisting of categorical attributes such as make of car, engine-type, number of doors,etc , real and integer attributes such as price, horsepower, wheel-base, etc. My aim was to find the symboling of the car using machine learning algorithms. After, preprocessing the dataset for missing values, converting categorical attributes ,etc. I applied different algorithms like SVM with optimum parameters found via grid search, logistic regression, decision trees, random forest and xgboost, to find the various accuracies obtained from the different algorithms

churn_prediction_problem

This is code for predicting customer churn in a retail non-contractual service.

cnn_dogs_vs_cats_classifier

Convolutional neural network to distinguish between cats and dogs images

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

facenet

Face recognition using Tensorflow

fer2013_challenge

Facial Emotion recognition between seven emotions : neutral, happy, sad, anger, disgust, surprised and contempt

ferplus

This is the FER+ new label annotations for the Emotion FER dataset.

font_recognition-deepfont

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

ipl_match_predictions

It predicts the result of cricket match played between two teams : Team1 and Team2, .ie, who wins?

lda_dimensionality_reduction

Performed dimensionality reduction using linear discriminant analysis a supervised learning algorithm on the wine.csv dataset

lyrics-conditioned-neural-melody-generation

match_results

mmms

mnist_digit_recognition

Digit recognition problem of the mnist dataset

models

Models and examples built with TensorFlow

my_python_crash_course_codes

python crash course book by E.H Matthes codes

pca_dimensionality_reduction

Performed dimensionality reduction on the wine.csv dataset and visualized the results

practical_time_series_analysis_my_codes

Codes written by me while practicing the book : Practical time series analysis using python by Packt

python_tutorials

Python tutorials in both Jupyter Notebook and youtube format.

r-codes

rasa-advanced-workshop-actions

reflections

road_lane_identifcation

scraped_youtube_data_classification

Classification into 6 categories of description and title data from youtube videos, obtained from scraping youtube.

sirius0503.github.io

Let's try Jekyll

tensorflow-face-detection

A mobilenet SSD based face detector, powered by tensorflow object detection api, trained by WIDERFACE dataset.

text_recognition_in_videos

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

trends_in_apmc

Time Series Analysis of mandi price data for the state of Maharashtra and MSP prices