AI Class

Rep for ML basics from AI YangJae Hub

Name		Name	Last commit message	Last commit date
Latest commit History 67 Commits
01_Linear_Regression.ipynb		01_Linear_Regression.ipynb
03_Logistic_regression.ipynb		03_Logistic_regression.ipynb
04_Softmax_classification.ipynb		04_Softmax_classification.ipynb
05_XOR_problem.ipynb		05_XOR_problem.ipynb
06_MNIST_with_DNN.ipynb		06_MNIST_with_DNN.ipynb
09_Transfer_Learning.ipynb		09_Transfer_Learning.ipynb
1)_LLMs_novel_generation.ipynb		1)_LLMs_novel_generation.ipynb
1_Extraction.ipynb		1_Extraction.ipynb
2)_LLMs_novel_chain_generation.ipynb		2)_LLMs_novel_chain_generation.ipynb
2_Classification_and_tagging.ipynb		2_Classification_and_tagging.ipynb
3_Summarization.ipynb		3_Summarization.ipynb
3_Summarization_sol.ipynb		3_Summarization_sol.ipynb
4_Chatbots.ipynb		4_Chatbots.ipynb
5_Data_generation.ipynb		5_Data_generation.ipynb
6_RAG.ipynb		6_RAG.ipynb
A10_project.ipynb		A10_project.ipynb
CIFAR10_Image_Classification_with_DNN.ipynb		CIFAR10_Image_Classification_with_DNN.ipynb
CIFAR10_Image_Classification_with_DNN_baseline.ipynb		CIFAR10_Image_Classification_with_DNN_baseline.ipynb
Cat_and_Dog_classification_v2_baseline.ipynb		Cat_and_Dog_classification_v2_baseline.ipynb
Cat_and_Dog_classification_vgg_baseline.ipynb		Cat_and_Dog_classification_vgg_baseline.ipynb
Ex)_Matplotlib.ipynb		Ex)_Matplotlib.ipynb
Ex)_Numpy.ipynb		Ex)_Numpy.ipynb
Ex)_Pandas.ipynb		Ex)_Pandas.ipynb
Ex0)_vocab_with_sentencepiece.ipynb		Ex0)_vocab_with_sentencepiece.ipynb
Ex2_Seq2Seq_with_attention.ipynb		Ex2_Seq2Seq_with_attention.ipynb
Image_segmentation.ipynb		Image_segmentation.ipynb
LLM_chatbot.ipynb		LLM_chatbot.ipynb
Proj)Chatbot_for_part_time_worker.ipynb		Proj)Chatbot_for_part_time_worker.ipynb
Proj)_Spaceship_Titanic_classification.ipynb		Proj)_Spaceship_Titanic_classification.ipynb
Proj)_Spaceship_Titanic_classification_baseline_2.ipynb		Proj)_Spaceship_Titanic_classification_baseline_2.ipynb
Project_0)_Naver_Review_GPT_pre_trained.ipynb		Project_0)_Naver_Review_GPT_pre_trained.ipynb
Project_0)_Naver_Sentimental_Classification_baseline.ipynb		Project_0)_Naver_Sentimental_Classification_baseline.ipynb
Project_3)_KoGPT2_Chatbot_baseline.ipynb		Project_3)_KoGPT2_Chatbot_baseline.ipynb
Q1_Score_Prediction.ipynb		Q1_Score_Prediction.ipynb
Q2_diabetes_prediction.ipynb		Q2_diabetes_prediction.ipynb
Q3_Zoo_classification.ipynb		Q3_Zoo_classification.ipynb
Q4_Sine_regression_keras.ipynb		Q4_Sine_regression_keras.ipynb
Q5_fashion_MNIST_keras.ipynb		Q5_fashion_MNIST_keras.ipynb
Q8_Text_generation.ipynb		Q8_Text_generation.ipynb
README.md		README.md
Semiconductor_thin_film_layer_prediction_dnn_baseline.ipynb		Semiconductor_thin_film_layer_prediction_dnn_baseline.ipynb
Sentimental_Classification_IMDB_ipynb의_사본.ipynb		Sentimental_Classification_IMDB_ipynb의_사본.ipynb
Speech_recognition_Wave.ipynb		Speech_recognition_Wave.ipynb
ex_w1d3_logisticRegression.ipynb		ex_w1d3_logisticRegression.ipynb

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