├── 01_obtención ├── 1_Text_in_Python.ipynb ├── API_Gutenberg.ipynb ├── AddresstotheWomenofAmerica.wav ├── OCR.ipynb ├── PDF_desde_web.ipynb ├── Scraper.ipynb ├── Speech_to_Text.ipynb ├── datasets.ipynb ├── norobar2.wav ├── python-colab.ipynb ├── python_tutorial.ipynb └── tweepy.ipynb ├── 02_básicas ├── 2_RegEx_y_otros.ipynb ├── Algoritmo_Min_Edit_Distance.ipynb ├── BPE.ipynb ├── Ejercicio RegEx.md ├── Eliza.ipynb ├── Lemmatizers.ipynb ├── NLTK.ipynb ├── Normalización.ipynb ├── Porter.ipynb ├── SnowballStemmer.ipynb ├── Un_primer_TFIDF.ipynb └── Word_Cloud.ipynb ├── 03_redes ├── 3_Maneras_de_Programar_a_una_Red_Neuronal.ipynb ├── 4_NLP_UdeSA_2022_Intro_a_PyTorch.ipynb ├── CBOW_y_SkipGram.ipynb ├── FeedForwardNN_para_Clasificación.ipynb ├── IMDB.ipynb ├── Padding.ipynb ├── RNN.ipynb └── dinosaurios.txt ├── 05_embeddings ├── Fasttext_Embeddings.ipynb ├── Glove_Embeddings.ipynb ├── Trainable Embeddings 1.ipynb ├── Trainable Embeddings 2.ipynb ├── W2V.ipynb ├── Word2Vec_con_TS.ipynb ├── fastText.ipynb └── gensim_embeddings.ipynb ├── 06_clasificación ├── CV_y_TFIDF.ipynb ├── Clasificación con Regex.ipynb ├── Clasificación_con_Regex.ipynb ├── Entrenar_modelo.ipynb ├── Modelos_Preentrenados.ipynb ├── Naive_Bayes.ipynb ├── PySentimiento.ipynb └── VADER.ipynb ├── 07_TopicModelling ├── BERTopic.ipynb ├── CV_y_TFIDF.ipynb ├── Disneyland_Reviews_Topic_Modeling_LDA.ipynb └── KMeans_con_ngrams.ipynb ├── 08_LanguageModels ├── NeuralLM.ipynb └── NgramLM.ipynb ├── 09_Transformers ├── BERTClfFeatureExtraction.ipynb ├── BERTClfFineTuning.ipynb ├── BERTEmbeddings.ipynb ├── CausalLMFinetuning.ipynb ├── HuggingFaceTutorial.ipynb ├── LLMsAPIs.ipynb └── RAG.ipynb ├── Cursos.md ├── ITBA_FutureDay.md ├── Libros.md ├── README.md ├── Recreos.md ├── notebooks ├── 01_EDA.ipynb ├── 02_BoW_TfIdf_Logistic.ipynb ├── 03_Embeddings_PMI.ipynb ├── 04_Word2vecClf.ipynb ├── 05a_NgramLM.ipynb ├── 05b_FeedforwardLM.ipynb ├── 06a_PytorchTutorial.ipynb ├── 06b_HuggingFaceTutorial.ipynb ├── 07_CausalLMFinetuning.ipynb ├── 08a_BERTEmbeddings.ipynb ├── 08b_BERTClfFineTuning.ipynb ├── 08c_BERTClfFeatureExtraction.ipynb ├── 09_TopicModeling.ipynb ├── 10_LLMsAPIs.ipynb ├── 11_MTEncoderDecoder.ipynb └── 12-RAG.ipynb └── videos.md /01_obtención/1_Text_in_Python.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LCaravaggio/NLP/HEAD/01_obtención/1_Text_in_Python.ipynb -------------------------------------------------------------------------------- /01_obtención/API_Gutenberg.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LCaravaggio/NLP/HEAD/01_obtención/API_Gutenberg.ipynb -------------------------------------------------------------------------------- /01_obtención/AddresstotheWomenofAmerica.wav: -------------------------------------------------------------------------------- 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