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berkecanrizai's Projects

comp411 icon comp411

Implementations for Comp411 Assignments

covid-cfr-analysis icon covid-cfr-analysis

Analysis of Covid CFR (Case Fatality Rate) and different estimators such as (GDP per capita, CVD, Air pollution, Number of hospitals per capita, number of hospital beds per capita, diabetes among population etc.)

devportfolio icon devportfolio

A lightweight, customizable single-page personal portfolio website template built with JavaScript and Sass

discord-java-bot icon discord-java-bot

This is a Discord Bot made with java. This was my first discord bot and it is not really an advanced one however people new to the subject may use this as a starter code to build something bigger. Have Fun!

engr421 icon engr421

My homework solutions for the ENGR421 - Introduction to Machine Learning course in Koç University.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llama_index icon llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

llambda icon llambda

(WIP) Create natural language mappers with few examples

llm-app icon llm-app

LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.

llm-stuff icon llm-stuff

A collection of findings, documents and code snippets about LLMs

medical-data-visualizer icon medical-data-visualizer

This projects aim is to visualize the medical data provided by the FCC to make a better understanding of the correlation between things like cholesterol, glucose, age, weight and understand the effects of cardio, alcohol intake and smoking habits between those medical observations. Data is handled using python, pandas and graphs are made with seaborn and mathplotlib. This project is written by Berke Can Rizai for one of the end projects of Data analysis with python course. Big part of the code can be understood clearly with the explanations in code. You are free to use and change the code however you like, it could be used in different datasheets with some changes obviously. It's not really big project however could be used as a starting point for other projects. There are two images to show what is expected result of the code so you can try with your own writing. You can run it directly from this link: https://repl.it/@CanRizai/fcc-medical-data-visualizer#medical_data_visualizer.py Thanks.

mlflow icon mlflow

Open source platform for the machine learning lifecycle

ragflow icon ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

two-phase-solver icon two-phase-solver

Java app that takes objective function and constraints from user in a GUI and outputs solution step by step with two phase simplex method

txt-visualizer icon txt-visualizer

Author: Berke Can Rizai. This project takes any txt file, no matter how long it may be and visualizes the most frequent words, except common ones like he, she, the etc. and outputs a image. Below is visualization of most frequent words used in War and Peace by Tolstoy. You can add any txt to directory and with some changes you can inspect that file. Under that, visualization of most frequent colors in the book with a pie chart. There is explaination of each block of code under them or somewhere near them. Feel free to take, change any of the code below however you want.

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