A*
Adaboost
Algorithm
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Brackets Matching
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Sliding Window
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Viterbi Algorithm
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HMM Viterbi Algorithm
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ConditionalRandomField
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A* Heuristic Algorithm
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Sort
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LinkedList
-
Algorithm
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Backtracking
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Topological Sorting
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Breadth First Search
-
Dynamic Programming
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Binary Tree
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Binary Search
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Data Structure and Algorithm in Python
Apache2
Attention
-
NLP Attention
Backtracking
-
Backtracking
BERT
Binary Search
-
Binary Search
Binary Tree
Blog
Breadth First Search
C++
CART
CNN
Conda
CRF
Cygwin
Deep Learning
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paddle implements torch.repeat_interleave/K.repeat_elements using paddle.reshape & paddle.tile
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Text-Generation
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Scatter_nd
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Pointer Networkers
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Utterance Rewriter
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HMM Viterbi Algorithm
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Capsule Networkers
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ConditionalRandomField
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tensor.detach/torch.detach_/torch.data
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torch.lt/torch.gt/torch.le/torch.ge/torch.ne
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BertForQuestionAnswering
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Pytorch-create-tensor
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batch padding
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torch.rand/randn/randint
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torch.nn.CrossEntropyLoss
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CategoricalCrossentropy VS SparseCategoricalCrossentropy
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tf.not_equal/reduce_any/boolean_mask
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tf.broadcast_to
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tf.concat/split/stack
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tf.transpose/expand_dims/squeeze
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tf.math
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Convert pytorch checkpoint to tensorflow2
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CMRC Metric
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【NLP】Teacher Forcing
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NLP Attention
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【NLP】BERT
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【NLP】ELMo
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【NLP】RASA Issues
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CNN
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【NLP】RASA Dialogue Transformers
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【NLP】RASA Featurizer
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【NLP】Embedding
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【NLP】GlobalAveragePooling1D
Docker
Docx
Dynamic Programming
ELMo
Faiss
GBDT
Git
Hexo
HMM
Jmeter
Linked List
Linux
LLM
Logistic Regression
lxml
Machine Learning
-
Scipy stats
-
Binomial distribution
-
Faiss
-
Cross Validation-CV
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Logistic Regression
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Automated Feature Engineering: Featuretools
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PCA
-
L1 and L2 Regularization
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Bias vs Variance
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GBDT
-
Adaboost
-
CART
-
Information Theory
Mysql
NLP
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GGUF Model
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MinHash: Document-level Deduplication
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Universal Chart Structural Multimodal Generation and Extraction
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DocTuning
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SELF-INSTRUCT: Aligning Language Model with Self Generated Instructions
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Ernie4paddle
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Global Pointer: Multi-Head Attention without Value Operation
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Creating folds properly
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Longformer BigBird
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Mapping chars and words to tokens
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Feedback prize evaluating student writing
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Tokenizer offerset mapping
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Data EDA
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Bert as Service
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Cross Entropy
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NLP Unicode Tokenizer Mapping
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Text-Generation
-
Pointer Networkers
-
Utterance Rewriter
-
HMM Viterbi Algorithm
-
ConditionalRandomField
-
Convert pytorch checkpoint to tensorflow2
-
CMRC Metric
-
2020 JD Multimodal Dialogue Challenge
-
NLP Resources
-
【NLP】Teacher Forcing
-
NLP Attention
-
【NLP】BERT
-
【NLP】ELMo
-
【NLP】RASA Issues
-
【NLP】RASA Dialogue Transformers
-
【NLP】RASA Featurizer
-
【NLP】Embedding
-
【NLP】GlobalAveragePooling1D
Numpy
Paddle
-
Paddle adversarial train
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Longformer Torch2Paddle
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Paddle.nn.functional.unfold
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Pytorch View vs Reshape
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pytorch.nn.functional.pad
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Hierarchical Position Embedding
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Paddle dtype
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Tokenizer offerset mapping
-
paddle implements torch.repeat_interleave/K.repeat_elements using paddle.reshape & paddle.tile
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Mac m1 install Paddle
Pandas
-
Pandas-to-csv
PCA
Project
Python
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Concurrent http requests using asyncio and aiohttp
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Python docx using lxml
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Multiprocessing in FastAPI
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asyncio get_event_loop vs get_running_loop
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FastAPI for CPU-Bound Task
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Base64-encode-decode
-
Joblib parallel
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Pandas-regex
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Pandas-list-mapping
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Docker Python Mysql
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Python - setdefault
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NLP Unicode Tokenizer Mapping
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Python Encode Decode
-
Python -m
-
Python Coroutine
-
Python Blinker
-
Python dataclasses
-
Python - typing
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Python - Generator
-
Python - Iterable vs Iterator
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Python - os
-
Python Requests
-
Python Decorator
-
Python Built-in Functions
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Python - list.index
-
Iterator
-
SQLite Full-text Search
-
Passing a function as an argument: Lambda Function
-
Using groupBy on multiple columns
-
Python Object and Reference
-
Using loguru and notifiers instead of logging
-
Checking DataFrame/Series missing values
-
Python email
-
Python logging
-
Building Python Package with Pybuilder
Pytorch
-
Longformer Torch2Paddle
-
Pytorch tensor.stride & tensor.as_strided
-
Pytorch View vs Reshape
-
pytorch.nn.functional.pad
-
Tokenizer offerset mapping
-
paddle implements torch.repeat_interleave/K.repeat_elements using paddle.reshape & paddle.tile
-
Scatter_nd
-
Pytorch fancy indexing
-
ConditionalRandomField
-
tensor.detach/torch.detach_/torch.data
-
torch.lt/torch.gt/torch.le/torch.ge/torch.ne
-
BertForQuestionAnswering
-
Pytorch-create-tensor
-
batch padding
-
torch.rand/randn/randint
-
torch.nn.CrossEntropyLoss
-
Pytorch Transformer
-
Pytorch contiguous
-
Pytorch distributed train
RASA
Regex
-
Pandas-regex
Regularization
Reinforcement Learning
Rust
Scala
Scipy
Server
SlidingWindow
Sorting
-
Sort
-
Topological Sorting
Spark
SQL
Statistics
Tensorflow
Vim
Viterbi