ismail aslan's repositories

HuggingFace-Transformers-Model-Docker-Container

HuggingFace Transformers Model Docker Container

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Audio-Classification

A web app to record two persons voices, prepares the data, train the model and makes a prediction for new record

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birborsaci

Birborsaci

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Semantic-Question-Answering

Using Semantic Similarity we can design an answering mechanism for frequently asked questions

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data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

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deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

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Discriminant-Analysis-GUI---MATLAB

A GUI designed to understand basics of Discriminant Analysis

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doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

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Factor-Analysis-MATLAB-GUI

GUI designed for Factor Analysis

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flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

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haystack

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!

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Heart-Sound-Classification

Heart Sound Classification

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Learn-Amazon-SageMaker

Learn Amazon SageMaker

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ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

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PCA-App

MATLAB GUI for PCA - Principal Component Analysis

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PCA-as-a-Generalization-Technique

Apply PCA to the weights using custom keras layer. Compare results with dropout and base model

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prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

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ThinkDSP

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

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tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

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turkish-bert

Turkish BERT/DistilBERT, ELECTRA and ConvBERT models

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