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Artificial Intelligence
Tinygrad: A Lightweight Deep Learning Library for Beginners
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June 22, 2023
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Artificial Intelligence
Leveraging Surprise Library for Recommender Systems in Python
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June 22, 2023
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Artificial Intelligence
Tinygrad: A Lightweight Deep Learning Library for Beginners
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June 21, 2023
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Artificial Intelligence
How good is ChatGPT on QA tasks? Intro to Query Answering Intro to DeepPavlov Library Reading Comprehension (SQuAD 2.0) Natural Yes/No Questions (BoolQ) Query-answering NLI (QNLI) The right way to use DeepPavlov Library for QA? Conclusion
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June 19, 2023
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Artificial Intelligence
12 Ways to Handle Missing Values in Data 1. Delete the row that has missing values 2. Delete your entire column that has missing values 3. Impute missing values with Mean 4. Impute missing values with Median 5. Impute missing values with Mode 6. Impute missing values with a latest category 7. Last commentary carried forward (LOCF) method 8. Interpolate Missing Values 9. Use IterativeImputer or Regression 10. Nearest Neighbours Imputations (KNNImputer) 11. Imputation using Deep Learning Library — Datawig 12. Use Algorithms that support missing values Conclusion
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May 28, 2023
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Artificial Intelligence
Quantizing OpenAI’s Whisper with the Huggingface Optimum Library → >30% Faster Inference, 64% Lower Memory tl;dr Introduction Step 1: Install requirements Step 2: Quantize the model Step 3: Compare original and quantized model Results
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May 19, 2023
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Artificial Intelligence
Announcing PyCaret 3.0 — An open-source, low-code machine learning library in Python In this text: Introduction 📈 Stable Time Series Forecasting Module 💻 Object Oriented API 📊 More options for Experiment Logging 🧹 Refactored Preprocessing Module ✅ Compatibility with the newest sklearn version 🔗 Distributed Parallel Model Training 🚀 Speed up Model Training on CPU ⚰️ ️RIP: NLP and Arules module ℹ️ More Information Contributors Liked the blog? Connect with Moez Ali
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March 23, 2023
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Artificial Intelligence
Detecting data drift to observe ML models in production (using Evidently library in Python) What’s data drift and why should we detect that ? Tips on how to detect data drift ? Drift detection in Python using Evidently How Evidently works ? Using Evidently to detect Data Drift (in Python) Customizations in Evidently
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March 11, 2023
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Artificial Intelligence
The Essential Library to Construct Segmentation Models
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March 6, 2023
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Artificial Intelligence
Polars: The Super Fast Dataframe Library for Python — Goodbye Pandas?
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February 26, 2023
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