Pinned Repositories
1001st_Prime_Euler_Problem_7
We gave a solution from the Project Euler of Problem-7.
API-All-the-X
Resources and Materials for the /Developer Program
Audio-Captcha-Recognition
Recognition of Audio Captcha using SVM
Average_of_Random_Numbers
An advance algorithm to calculate the average of randomly generated numbers.
azure_machine_learning
This is the code for "Azure Machine Learning" By Siraj Raval on Youtube
boston_housing
We apply basic machine learning concepts on data collected for housing prices in the Boston, Massachusetts area to predict the selling price of a new home.
customer_segmentation
We apply PCA transformations to the data and implement clustering algorithms to segment the transformed customer data
dog_breed_classifier
Given an image of a dog, our algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.
fetch_PubMed_abstracts_by_keyword
It provides a method of how to fetch articles along with their features and text from PubMed API.
titinic_survival_exploration
We create decision functions that attempt to predict survival outcomes from the 1912 Titanic disaster based on each passenger's features, such as sex and age. We start with a simple algorithm and increase its complexity until we are able to accurately predict the outcomes for at least 80% of the passengers in the provided data.
cakmakaf's Repositories
cakmakaf/fetch_PubMed_abstracts_by_keyword
It provides a method of how to fetch articles along with their features and text from PubMed API.
cakmakaf/gpt-3
GPT-3: Language Models are Few-Shot Learners
cakmakaf/AIHCND_C2_Starter
cakmakaf/bert
TensorFlow code and pre-trained models for BERT
cakmakaf/C_sharp_basics
cakmakaf/cnn_architecture_for_binary_text_classification_cats_and_dogs
CNN architecture for binary text classification process of cats and dogs text files.
cakmakaf/cs224u
Code for Stanford CS224u
cakmakaf/DSND_Term1
Contains files related to content and project of DSND
cakmakaf/DSND_Term2
Contains files related to content and project of DSND Term 2
cakmakaf/eng-edu
cakmakaf/Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
cakmakaf/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
cakmakaf/Learn_Physics_in_2_Months
This is the curriculum for "Learn Physics in 2 Months" by Siraj Raval on Youtube
cakmakaf/Machine-Learning-Pipelines
In this Repo, I am going to implement a message classifier by automating the machine-learning workflows with pipelines using the dataset of corporate messaging as a case study
cakmakaf/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
cakmakaf/model_save_for_pima_diabetes
cakmakaf/multi_class_text_classification
Multi class text classification for customer complain dataset
cakmakaf/multiplicative_calculus_calculator
cakmakaf/nd320-c1-emr-data-starter
cakmakaf/nd320-c4-wearable-data-project-starter
cakmakaf/NLP_Problems_Python
cakmakaf/pima_diabetes_biased_random_forest
Biased Random Forest for Dealing with the Class Imbalance Problem
cakmakaf/pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
cakmakaf/PubMed-abstracts-of-wor2vec-GloVe-SpaCy-NER
Applying NLP deep word embeddings along side Named Entity Recognition to abstracts of articles that been parsed by the keyword of vioxx from PubMed API.
cakmakaf/python_coding_interview_question
Numerous coding challenges have been posted on this repo. Mainly collected from Lucid Programming.
cakmakaf/pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
cakmakaf/stackoverflow
Findings from Stackoverflow 2017
cakmakaf/test_copier
cakmakaf/topic_modelling_PubMed_virus_articles
We will apply LDA to convert set of our research article anstracts to a set of topics.
cakmakaf/topojson