diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..0481e8b
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,64 @@
+#!/bin/bash
+# Makefile for MLP
+CC = g++
+DEBUG = -g
+PROJNAME = mlp
+
+HEADERPATH = ./src
+SOURCEPATH = ./src
+
+LOCALDEPSINCLUDES = ./deps
+AUXINCLUDES = 
+AUXLIBS = 
+
+INCLUDES = -I$(LOCALDEPSINCLUDES) -I$(AUXINCLUDES)  
+LIBS = -L$(AUXLIBS) 
+#LIBS += -L/usr/local/lib/
+CFLAGS = -std=gnu++11 -std=c++11 -O3 -Wall  -fmessage-length=0 -fPIC $(INCLUDES)
+CFLAGS += $(DEBUG)
+LFLAGS = $(LIBS)
+#For verbosity
+LFLAGS += -v
+LDFLAGS = -shared
+
+HDRS  = $(shell find $(HEADERPATH) $(AUXINCLUDES) $(LOCALDEPSINCLUDES) -name '*.h')
+HDRS += $(shell find $(HEADERPATH) $(AUXINCLUDES) $(LOCALDEPSINCLUDES) -name '*.h++')
+SRCS  = $(shell find $(SOURCEPATH) -name '*.cpp')
+SRCS += $(shell find $(SOURCEPATH) -name '*.c')
+OBJS = $(SRCS:.cpp=.o)
+TXTS = $(wildcard *.txt)
+SCRIPTS = $(wildcard *.sh)
+
+all : MLPTest LayerTest NodeTest $(PROJNAME).a $(PROJNAME).so
+
+$(PROJNAME).a : $(SOURCEPATH)/MLP.o
+	@echo Creating static lib $@
+	ar rcs $@ $(SOURCEPATH)/MLP.o
+
+$(PROJNAME).so : $(SOURCEPATH)/MLP.o
+	@echo Creating dynamic lib $@
+	$(CC) -o $@ $(SOURCEPATH)/MLP.o $(LDFLAGS) $(LFLAGS) 
+
+%.o: %.cpp $(HDRS)
+	$(CC) -c $(CFLAGS) $(LFLAGS) -o $@ $<
+
+MLPTest: $(SOURCEPATH)/MLPTest.o  $(SOURCEPATH)/MLP.o
+	@echo Compiling program $@
+	$(CC)  $^ $(CFLAGS) $(LFLAGS) -o $@
+	
+LayerTest: $(SOURCEPATH)/LayerTest.o  $(SOURCEPATH)/MLP.o
+	@echo Compiling program $@
+	$(CC)  $^ $(CFLAGS) $(LFLAGS) -o $@
+	
+NodeTest: $(SOURCEPATH)/NodeTest.o  $(SOURCEPATH)/MLP.o
+	@echo Compiling program $@
+	$(CC)  $^ $(CFLAGS) $(LFLAGS) -o $@
+clean:
+	@echo Clean
+	rm -f *~ *.o *~
+	@echo Success
+
+cleanall:
+	@echo Clean All
+	rm -f *~ $(SOURCEPATH)/*.o *~ $(PROJNAME).a $(PROJNAME).so MLPTest LayerTest NodeTest
+	@echo Success
\ No newline at end of file