Tahsin-Mayeesha/tahsin_mayeesha

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Updated over 3 years ago

Tahsin-Mayeesha/tahsin_mayeesha

Tahsin-Mayeesha

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udacity-mlnd-deeplearning-capstone

Transfer Learning with VGG16 neural network architecture implemented by Keras on multi-class fish classification problem with data from Nature Conservancy Fishery Monitoring Competition on Kaggle.

Jupyter Notebook

Exploratory-Data-Analysis-Projects

Exploratory data analysis on various datasets from FiveThirtyEight and Udacity coursework

Jupyter Notebook

Mediaviz

Force Based Network Visualization Library With Automated Scaling To Prevent Node Overlap, Label Adjustment & Easy Community Visualization Created During Google Summer Of Code 2018 With Berkman Klein Center of Internet And Society Research Lab(Harvard)

Udacity-Machine-Learning-Nanodegree

Project work from the Udacity machine learning nanodegree encompassing general techniques for supervised,unsupervised and reinforcement learning

Jupyter Notebook

16-bit-cpu-MIPS

implementation of 16 bit CPU (MIPS architecture) for Computer Architecture course

Classifying-Actionable-Sentences-from-Emails

Textacy(rule based), keras(lstm) and scikit learn(Naive bayes,logistic regression,svm models for classifying actionable sentences from email data.

Jupyter Notebook

gsoc2019

Work with Tensorflow Hub on Google Summer of Code 2019. Features prototype ULMFiT implementation, pretrained embedding exporter and a Bangla text classification notebook.

Jupyter Notebook

Dhaka_Tribune-Network-Visualization

Network visualization of media coverage of violence against women in Bangladesh, featured by fast.ai, write-up in the provided link

anime-recommender

Content based simple anime recommender from Myanimelist Dataset on Kaggle

Jupyter Notebook

allenlp-hacks

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Jupyter_Slides_medium

bangla-fake-news

mbert trained on banfakenews dataset. winning blog post in weights and bias study group competition. model served in huggingface hub.

Jupyter Notebook

bard-dataset

Tahsin-Mayeesha

credit-card-recommender-django-app-and-chatbot

Credit card recommender system built from collected card data from Bangladeshi banks. Model built with scikit-learn. Django app and chatbot integeration from dialogflow.

data-for-democracy-slack-channel-recommender

Customized slackbot for data for democracy community to recommend relevant channels from 200+ channels to new users

Jupyter Notebook

times-archive

Data journalism on Times Person of the Year archive dataset

Jupyter Notebook