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74 files changed
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lines changed- AI-and-Analytics
- End-to-end-Workloads
- Census
- JobRecommendationSystem
- LanguageIdentification
- Features-and-Functionality
- INC_QuantizationAwareTraining_TextClassification
- IntelPyTorch_GPU_InferenceOptimization_with_AMP
- IntelPyTorch_TrainingOptimizations_AMX_BF16
- IntelPython_XGBoost_Performance
- IntelPython_XGBoost_daal4pyPrediction
- IntelPython_daal4py_DistributedKMeans
- IntelPython_daal4py_DistributedLinearRegression
- IntelTensorFlow_AMX_BF16_Inference
- IntelTensorFlow_AMX_BF16_Training
- IntelTensorFlow_Enabling_Auto_Mixed_Precision_for_TransferLearning
- IntelTensorFlow_Horovod_Distributed_Deep_Learning
- IntelTensorFlow_InferenceOptimization
- IntelTensorFlow_PerformanceAnalysis
- IntelTensorFlow_TextGeneration_with_LSTM
- IntelTensorFlow_Transformer_AMX_bfloat16_MixedPrecision
- IntelTensorFlow_for_LLMs
- IntelTransformers_Quantization
- Intel_Extension_For_SKLearn_Performance_SVC_Adult
- Getting-Started-Samples
- INC-Quantization-Sample-for-PyTorch
- INC-Sample-for-Tensorflow
- IntelJAX_GettingStarted
- IntelPython_XGBoost_GettingStarted
- IntelPython_daal4py_GettingStarted
- IntelTensorFlow_GettingStarted
- Intel_Extension_For_SKLearn_GettingStarted
- Intel_Extension_For_TensorFlow_GettingStarted
- Intel_oneCCL_Bindings_For_PyTorch_GettingStarted
- Modin_GettingStarted
- Modin_Vs_Pandas
- Libraries/oneDAL
- IntelPython_daal4py_Distributed_Kmeans
- IntelPython_daal4py_Distributed_LinearRegression
- IntelPython_daal4py_Getting_Started
- Training
- Introduction_to_Machine_Learning
- 01_Introduction_to_Machine_Learning_and_Tools
- 02-Supervised_Learning_and_K_Nearest_Neighbors
- 03-Train_Test_Splits_Validation_Linear_Regression
- 04-Regularization_and_Gradient_Descent
- 05-Logistic_Regression_and_Classification_Error_Metrics
- 06-SVM_and_Kernels
- 07-Decision_Trees
- 08-Bagging
- 09-Boosting_and_Stacking
- 10-Introduction_Clustering_Methods
- 11-Dimensionality_Reduction_and_Advanced_Topics
- Numba_dpex_Essentials_training
- 03_dpex_Pairwise_Distance/Pairwise_cosine_correlation
- Predictive_Modeling_Training
- AI_Kit_XGBoost_Predictive_Modeling.complete
- 00_Local_Setup
- 03_XGBoost
- 04_oneDal
- AI_Kit_XGBoost_Predictive_Modeling
- 00_Local_Setup
- 03_XGBoost
- 04_oneDal
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